Lior Wolf

According to our database, Lior Wolf authored at least 349 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Harnessing the flexibility of neural networks to predict dynamic theoretical parameters underlying human choice behavior.

Yoav Ger, Eliya Nachmani, Lior Wolf, Nitzan Shahar

PLoS Comput. Biol., January, 2024

The Hidden Attention of Mamba Models.

Ameen Ali, Itamar Zimerman, Lior Wolf

CoRR, 2024

Backward Lens: Projecting Language Model Gradients into the Vocabulary Space.

Shahar Katz, Yonatan Belinkov, Mor Geva, Lior Wolf

CoRR, 2024

Training-Free Consistent Text-to-Image Generation.

Yoad Tewel, Omri Kaduri, Rinon Gal, Yoni Kasten, Lior Wolf, Gal Chechik, Yuval Atzmon

CoRR, 2024

Dynamic Layer Tying for Parameter-Efficient Transformers.

Tamir David Hay, Lior Wolf

CoRR, 2024

DiffMoog: a Differentiable Modular Synthesizer for Sound Matching.

Noy Uzrad, Oren Barkan, Almog Elharar, Shlomi Shvartzman, Moshe Laufer, Lior Wolf, Noam Koenigstein

CoRR, 2024

Fine-Tuning CLIP via Explainability Map Propagation for Boosting Image and Video Retrieval.

Yoav Shalev, Lior Wolf

Proceedings of the Advances in Information Retrieval, 2024

PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation.

Nadav Benedek, Lior Wolf

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation.

Guy Yariv, Itai Gat, Sagie Benaim, Lior Wolf, Idan Schwartz, Yossi Adi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deep Quantum Error Correction.

Yoni Choukroun, Lior Wolf

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models.

Hila Chefer, Yuval Alaluf, Yael Vinker, Lior Wolf, Daniel Cohen-Or

ACM Trans. Graph., August, 2023

Generating 2-D and 3-D Master Faces for Dictionary Attacks With a Network-Assisted Latent Space Evolution.

Tomer Friedlander, Ron Shmelkin, Lior Wolf

IEEE Trans. Biom. Behav. Identity Sci., July, 2023

Efficient Verification-Based Face Identification.

Amit Rozner, Barak Battash, Ofir Lindenbaum, Lior Wolf

CoRR, 2023

Degree-based stratification of nodes in Graph Neural Networks.

Ameen Ali, Hakan Cevikalp, Lior Wolf

CoRR, 2023

On the Long Range Abilities of Transformers.

Itamar Zimerman, Lior Wolf

CoRR, 2023

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption.

Itamar Zimerman, Moran Baruch, Nir Drucker, Gilad Ezov, Omri Soceanu, Lior Wolf

CoRR, 2023

Multi-Dimensional Hyena for Spatial Inductive Bias.

Itamar Zimerman, Lior Wolf

CoRR, 2023

Zero-Shot Audio Captioning via Audibility Guidance.

Tal Shaharabany, Ariel Shaulov, Lior Wolf

CoRR, 2023

2-D SSM: A General Spatial Layer for Visual Transformers.

Ethan Baron, Itamar Zimerman, Lior Wolf

CoRR, 2023

Centered Self-Attention Layers.

Ameen Ali, Tomer Galanti, Lior Wolf

CoRR, 2023

The Hidden Language of Diffusion Models.

Hila Chefer, Oran Lang, Mor Geva, Volodymyr Polosukhin, Assaf Shocher, Michal Irani, Inbar Mosseri, Lior Wolf

CoRR, 2023

Anomaly Detection with Variance Stabilized Density Estimation.

Amit Rozner, Barak Battash, Henry Li, Lior Wolf, Ofir Lindenbaum

CoRR, 2023

AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation.

Guy Yariv, Itai Gat, Lior Wolf, Yossi Adi, Idan Schwartz

CoRR, 2023

Discriminative Class Tokens for Text-to-Image Diffusion Models.

Idan Schwartz, Vésteinn Snæbjarnarson, Sagie Benaim, Hila Chefer, Ryan Cotterell, Lior Wolf, Serge J. Belongie

CoRR, 2023

Improved Tree Search for Automatic Program Synthesis.

Aran Carmon, Lior Wolf

CoRR, 2023

Domain-Generalizable Multiple-Domain Clustering.

Amit Rozner, Barak Battash, Lior Wolf, Ofir Lindenbaum

CoRR, 2023

Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation.

Shahar Lutati, Eliya Nachmani, Lior Wolf

CoRR, 2023

Semi-supervised learning of partial differential operators and dynamical flows.

Michael Rotman, Amit Dekel, Ran Ilan Ber, Lior Wolf, Yaron Oz

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Gradient Adjusting Networks for Domain Inversion.

Erez Sheffi, Michael Rotman, Lior Wolf

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Dynamically-Scaled Deep Canonical Correlation Analysis.

Tomer Friedlander, Lior Wolf

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI.

Gony Rosenman, Itzik Malkiel, Ayam Greental, Talma Hendler, Lior Wolf

Proceedings of the Medical Imaging with Deep Learning, 2023

Reconstructing the Hemodynamic Response Function via a Bimodal Transformer.

Yoni Choukroun, Lior Golgher, Pablo Blinder, Lior Wolf

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models.

Tomer Amit, Shmuel Shichrur, Tal Shaharabany, Lior Wolf

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Dual Contrastive Learning for Self-Supervised ECG Mapping to Emotions and Glucose Levels.

Noy Lalzary, Lior Wolf

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

OCD: Learning to Overfit with Conditional Diffusion Models.

Shahar Lutati, Lior Wolf

Proceedings of the International Conference on Machine Learning, 2023

Denoising Diffusion Error Correction Codes.

Yoni Choukroun, Lior Wolf

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Decision S4: Efficient Sequence-Based RL via State Spaces Layers.

Shmuel Bar-David, Itamar Zimerman, Eliya Nachmani, Lior Wolf

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Discriminative Class Tokens for Text-to-Image Diffusion Models.

Idan Schwartz, Vésteinn Snæbjarnarson, Hila Chefer, Serge J. Belongie, Lior Wolf, Sagie Benaim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks.

Eyal Gomel, Tal Shaharabany, Lior Wolf

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning a Weight Map for Weakly-Supervised Localization.

Tal Shaharabany, Lior Wolf

Proceedings of the IEEE International Conference on Acoustics, 2023

Energy Regularized RNNS for solving non-stationary Bandit problems.

Michael Rotman, Lior Wolf

Proceedings of the IEEE International Conference on Acoustics, 2023

Focus Your Attention (with Adaptive IIR Filters).

Shahar Lutati, Itamar Zimerman, Lior Wolf

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding.

Tal Shaharabany, Lior Wolf

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Optimizing AI for Mobile Malware Detection by Self-Built-Dataset GAN Oversampling and LGBM.

Ortal Dayan, Lior Wolf, Fang Wang, Yaniv Harel

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

Zero-Shot Video Captioning by Evolving Pseudo-tokens.

Yoad Tewel, Yoav Shalev, Roy Nadler, Idan Schwartz, Lior Wolf

Proceedings of the 34th British Machine Vision Conference 2023, 2023

AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder.

Tal Shaharabany, Aviad Dahan, Raja Giryes, Lior Wolf

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

DeepFake Detection Based on Discrepancies Between Faces and Their Context.

Yuval Nirkin, Lior Wolf, Yosi Keller, Tal Hassner

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Generating 2D and 3D Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution.

Tomer Friedlander, Ron Shmelkin, Lior Wolf

CoRR, 2022

Zero-Shot Video Captioning with Evolving Pseudo-Tokens.

Yoad Tewel, Yoav Shalev, Roy Nadler, Idan Schwartz, Lior Wolf

CoRR, 2022

Neural Inverse Kinematics.

Raphael Bensadoun, Shir Gur, Nitsan Blau, Tom Shenkar, Lior Wolf

CoRR, 2022

On Disentangled and Locally Fair Representations.

Yaron Gurovich, Sagie Benaim, Lior Wolf

CoRR, 2022

Video and Text Matching with Conditioned Embeddings.

Ameen Ali, Idan Schwartz, Tamir Hazan, Lior Wolf

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs.

Tal Shaharabany, Yoad Tewel, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Error Correction Code Transformer.

Yoni Choukroun, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Optimizing Relevance Maps of Vision Transformers Improves Robustness.

Hila Chefer, Idan Schwartz, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A-Muze-Net: Music Generation by Composing the Harmony Based on the Generated Melody.

Or Goren, Eliya Nachmani, Lior Wolf

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Self-Supervised Transformers for fMRI representation.

Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Explainability Guided COVID-19 Detection in CT Scans.

Ameen Ali, Tal Shaharabany, Lior Wolf

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

End-to-End Segmentation of Medical Images via Patch-Wise Polygons Prediction.

Tal Shaharabany, Lior Wolf

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

fMRI Neurofeedback Learning Patterns are Predictive of Personal and Clinical Traits.

Rotem Leibovitz, Jhonathan Osin, Lior Wolf, Guy Gurevitch, Talma Hendler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

SepIt: Approaching a Single Channel Speech Separation Bound.

Shahar Lutati, Eliya Nachmani, Lior Wolf

Proceedings of the Interspeech 2022, 2022

Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models.

Alon Levkovitch, Eliya Nachmani, Lior Wolf

Proceedings of the Interspeech 2022, 2022

Geometric Transformer for End-to-End Molecule Properties Prediction.

Yoni Choukroun, Lior Wolf

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Neural Inverse Kinematic.

Raphael Bensadoun, Shir Gur, Nitsan Blau, Lior Wolf

Proceedings of the International Conference on Machine Learning, 2022

XAI for Transformers: Better Explanations through Conservative Propagation.

Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf

Proceedings of the International Conference on Machine Learning, 2022

Anomaly Detection for Tabular Data with Internal Contrastive Learning.

Tom Shenkar, Lior Wolf

Proceedings of the Tenth International Conference on Learning Representations, 2022

Unsupervised Disentanglement with Tensor Product Representations on the Torus.

Michael Rotman, Amit Dekel, Shir Gur, Yaron Oz, Lior Wolf

Proceedings of the Tenth International Conference on Learning Representations, 2022

FewGAN: Generating from the Joint Distribution of a Few Images.

Lior Ben-Moshe, Sagie Benaim, Lior Wolf

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Describing Sets of Images with Textual-PCA.

Oded Hupert, Idan Schwartz, Lior Wolf

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

No Token Left Behind: Explainability-Aided Image Classification and Generation.

Roni Paiss, Hila Chefer, Lior Wolf

Proceedings of the Computer Vision - ECCV 2022, 2022

Image-Based CLIP-Guided Essence Transfer.

Hila Chefer, Sagie Benaim, Roni Paiss, Lior Wolf

Proceedings of the Computer Vision - ECCV 2022, 2022

ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic.

Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Image Animation with Perturbed Masks.

Yoav Shalev, Lior Wolf

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Dynamic Dual-Output Diffusion Models.

Yaniv Benny, Lior Wolf

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Weakly Supervised Discovery of Semantic Attributes.

Ameen Ali, Tomer Galanti, Evgenii Zheltonozhskii, Chaim Baskin, Lior Wolf

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

Deep learning model of fMRI connectivity predicts PTSD symptom trajectories in recent trauma survivors.

Shelly Sheynin, Lior Wolf, Ziv Ben-Zion, Jony Sheynin, Shira Reznik, Jackob Nimrod Keynan, Roee Admon, Arieh Shalev, Talma Hendler, Israel Liberzon

NeuroImage, 2021

Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs.

Tomer Galanti, Sagie Benaim, Lior Wolf

J. Mach. Learn. Res., 2021

Evaluation Metrics for Conditional Image Generation.

Yaniv Benny, Tomer Galanti, Sagie Benaim, Lior Wolf

Int. J. Comput. Vis., 2021

Pre-training and Fine-tuning Transformers for fMRI Prediction Tasks.

Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler

CoRR, 2021

Locally Shifted Attention With Early Global Integration.

Shelly Sheynin, Sagie Benaim, Adam Polyak, Lior Wolf

CoRR, 2021

Learning Personal Representations from fMRIby Predicting Neurofeedback Performance.

Jhonathan Osin, Lior Wolf, Guy Gurevitch, Jackob Nimrod Keynan, Tom Fruchtman-Steinbok, Ayelet Or-Borichev, Shira Reznik Balter, Talma Hendler

CoRR, 2021

End-to-End Segmentation via Patch-wise Polygons Prediction.

Tal Shaharabany, Lior Wolf

CoRR, 2021

SegDiff: Image Segmentation with Diffusion Probabilistic Models.

Tomer Amit, Eliya Nachmani, Tal Shaharabany, Lior Wolf

CoRR, 2021

Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic.

Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf

CoRR, 2021

Denoising Diffusion Gamma Models.

Eliya Nachmani, Robin San-Roman, Lior Wolf

CoRR, 2021

Mixing between the Cross Entropy and the Expectation Loss Terms.

Barak Battash, Lior Wolf, Tamir Hazan

CoRR, 2021

Non Gaussian Denoising Diffusion Models.

Eliya Nachmani, Robin San-Roman, Lior Wolf

CoRR, 2021

HyperHyperNetworks for the Design of Antenna Arrays.

Shahar Lutati, Lior Wolf

CoRR, 2021

Noise Estimation for Generative Diffusion Models.

Robin San-Roman, Eliya Nachmani, Lior Wolf

CoRR, 2021

Explainability Guided Multi-Site COVID-19 CT Classification.

Ameen Ali, Tal Shaharabany, Lior Wolf

CoRR, 2021

Intersection Regularization for Extracting Semantic Attributes.

Ameen Ali, Tomer Galanti, Evgeniy Zheltonozhskiy, Chaim Baskin, Lior Wolf

CoRR, 2021

Autoregressive Belief Propagation for Decoding Block Codes.

Eliya Nachmani, Lior Wolf

CoRR, 2021

Structural Analogy from a Single Image Pair.

Saguy Benaim, Ron Mokady, Amit Bermano, Lior Wolf

Comput. Graph. Forum, 2021

Effectively using unsupervised machine learning in next generation astronomical surveys.

Itamar Reis, Michael Rotman, Dovi Poznanski, J. Xavier Prochaska, Lior Wolf

Astron. Comput., 2021

On random kernels of residual architectures.

Etai Littwin, Tomer Galanti, Lior Wolf

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Data Augmenting Contrastive Learning of Speech Representations in the Time Domain.

Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Meta Internal Learning.

Raphael Bensadoun, Shir Gur, Tomer Galanti, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Many-Speakers Single Channel Speech Separation with Optimal Permutation Training.

Shaked Dovrat, Eliya Nachmani, Lior Wolf

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Recovering AES Keys with a Deep Cold Boot Attack.

Itamar Zimerman, Eliya Nachmani, Lior Wolf

Proceedings of the 38th International Conference on Machine Learning, 2021

HyperHyperNetwork for the Design of Antenna Arrays.

Shahar Lutati, Lior Wolf

Proceedings of the 38th International Conference on Machine Learning, 2021

Fidelity-based Deep Adiabatic Scheduling.

Eli Ovits, Lior Wolf

Proceedings of the 9th International Conference on Learning Representations, 2021

Natural Statistics Of Network Activations And Implications For Knowledge Distillation.

Michael Rotman, Lior Wolf

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Scene Graph tO Image Generation with Contextualized Object Layout Refinement.

Maor Ivgi, Yaniv Benny, Avichai Ben-David, Jonathan Berant, Lior Wolf

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Identity and Attribute Preserving Thumbnail Upscaling.

Noam Gat, Sagie Benaim, Lior Wolf

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

In Defense of the Learning Without Forgetting for Task Incremental Learning.

Guy Oren, Lior Wolf

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection.

Shelly Sheynin, Sagie Benaim, Lior Wolf

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers.

Hila Chefer, Shir Gur, Lior Wolf

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Adaptive Gradient Balancing for Undersampled MRI Reconstruction and Image-to-Image Translation.

Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy

Proceedings of the IEEE International Conference on Computational Photography, 2021

High Fidelity Speech Regeneration with Application to Speech Enhancement.

Adam Polyak, Lior Wolf, Yossi Adi, Ori Kabeli, Yaniv Taigman

Proceedings of the IEEE International Conference on Acoustics, 2021

Single Channel Voice Separation for Unknown Number of Speakers Under Reverberant and Noisy Settings.

Shlomo E. Chazan, Lior Wolf, Eliya Nachmani, Yossi Adi

Proceedings of the IEEE International Conference on Acoustics, 2021

Generating Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution.

Ron Shmelkin, Tomer Friedlander, Lior Wolf

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

MTAdam: Automatic Balancing of Multiple Training Loss Terms.

Itzik Malkiel, Lior Wolf

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Caption Enriched Samples for Improving Hateful Memes Detection.

Efrat Blaier, Itzik Malkiel, Lior Wolf

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models.

Itzik Malkiel, Lior Wolf

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification.

Oren Nuriel, Sagie Benaim, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HyperSeg: Patch-Wise Hypernetwork for Real-Time Semantic Segmentation.

Yuval Nirkin, Lior Wolf, Tal Hassner

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Single-Shot Freestyle Dance Reenactment.

Oran Gafni, Oron Ashual, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Transformer Interpretability Beyond Attention Visualization.

Hila Chefer, Shir Gur, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Scale-Localized Abstract Reasoning.

Yaniv Benny, Niv Pekar, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Query Expansion over the Nearest Neighbor Graph.

Benjamin Eliot Klein, Lior Wolf

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Shuffling Recurrent Neural Networks.

Michael Rotman, Lior Wolf

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Sample Selection for Universal Domain Adaptation.

Omri Lifshitz, Lior Wolf

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches.

Barak Itkin, Lior Wolf, Nachum Dershowitz

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization.

Shir Gur, Ameen Ali, Lior Wolf

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Unsupervised Generation of Free-Form and Parameterized Avatars.

Adam Polyak, Yaniv Taigman, Lior Wolf

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Permuted AdaIN: Enhancing the Representation of Local Cues in Image Classifiers.

Oren Nuriel, Sagie Benaim, Lior Wolf

CoRR, 2020

DeepFake Detection Based on the Discrepancy Between the Face and its Context.

Yuval Nirkin, Lior Wolf, Yosi Keller, Tal Hassner

CoRR, 2020

A Novel Approach for Correcting Multiple Discrete Rigid In-Plane Motions Artefacts in MRI Scans.

Michael Rotman, Rafi Brada, Israel Beniaminy, Sangtae Ahn, Christopher J. Hardy, Lior Wolf

CoRR, 2020

Structural-analogy from a Single Image Pair.

Sagie Benaim, Ron Mokady, Amit Bermano, Daniel Cohen-Or, Lior Wolf

CoRR, 2020

On the Optimization Dynamics of Wide Hypernetworks.

Etai Littwin, Tomer Galanti, Lior Wolf

CoRR, 2020

A Critical View of the Structural Causal Model.

Tomer Galanti, Ofir Nabati, Lior Wolf

CoRR, 2020

Comparing the Parameter Complexity of Hypernetworks and the Embedding-Based Alternative.

Tomer Galanti, Lior Wolf

CoRR, 2020

Molecule Property Prediction and Classification with Graph Hypernetworks.

Eliya Nachmani, Lior Wolf

CoRR, 2020

Residual Tangent Kernels.

Etai Littwin, Lior Wolf

CoRR, 2020

A Sample Selection Approach for Universal Domain Adaptation.

Omri Lifshitz, Lior Wolf

CoRR, 2020

On the Convex Behavior of Deep Neural Networks in Relation to the Layers' Width.

Etai Littwin, Lior Wolf

CoRR, 2020

End to End Lip Synchronization with a Temporal AutoEncoder.

Yoav Shalev, Lior Wolf

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Supervised and Unsupervised Learning of Parameterized Color Enhancement.

Yoav Chai, Raja Giryes, Lior Wolf

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation.

Shir Gur, Lior Wolf, Lior Golgher, Pablo Blinder

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Generating Correct Answers for Progressive Matrices Intelligence Tests.

Niv Pekar, Yaniv Benny, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On Infinite-Width Hypernetworks.

Etai Littwin, Tomer Galanti, Lior Wolf, Greg Yang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample.

Shir Gur, Sagie Benaim, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On the Modularity of Hypernetworks.

Tomer Galanti, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Personal Representations from fMRI by Predicting Neurofeedback Performance.

Jhonathan Osin, Lior Wolf, Guy Gurevitch, Nimrod Jakob Keynan, Tom Fruchtman-Steinbok, Ayelet Or-Borichev, Talma Hendler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Hierarchical Timbre-painting and Articulation Generation.

Michael Michelashvili, Lior Wolf

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

TTS Skins: Speaker Conversion via ASR.

Adam Polyak, Lior Wolf, Yaniv Taigman

Proceedings of the Interspeech 2020, 2020

Unsupervised Cross-Domain Singing Voice Conversion.

Adam Polyak, Lior Wolf, Yossi Adi, Yaniv Taigman

Proceedings of the Interspeech 2020, 2020

Voice Separation with an Unknown Number of Multiple Speakers.

Eliya Nachmani, Yossi Adi, Lior Wolf

Proceedings of the 37th International Conference on Machine Learning, 2020

Masked Based Unsupervised Content Transfer.

Ron Mokady, Sagie Benaim, Lior Wolf, Amit Bermano

Proceedings of the 8th International Conference on Learning Representations, 2020

End to End Trainable Active Contours via Differentiable Rendering.

Shir Gur, Tal Shaharabany, Lior Wolf

Proceedings of the 8th International Conference on Learning Representations, 2020

Vid2Game: Controllable Characters Extracted from Real-World Videos.

Oran Gafni, Lior Wolf, Yaniv Taigman

Proceedings of the 8th International Conference on Learning Representations, 2020

Comparing Vision-based to Sonar-based 3D Reconstruction.

Netanel Frank, Lior Wolf, Danny Olshansky, Arjan Boonman, Yossi Yovel

Proceedings of the 2020 IEEE International Conference on Computational Photography, 2020

Electric Analog Circuit Design with Hypernetworks And A Differential Simulator.

Michael Rotman, Lior Wolf

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Gated Hypernet Decoder for Polar Codes.

Eliya Nachmani, Lior Wolf

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering.

Yaniv Benny, Lior Wolf

Proceedings of the Computer Vision - ECCV 2020, 2020

Fast Search with Poor OCR.

Taivanbat Badamdorj, Adiel Ben-Shalom, Nachum Dershowitz, Lior Wolf

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

Wish You Were Here: Context-Aware Human Generation.

Oran Gafni, Lior Wolf

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ScopeFlow: Dynamic Scene Scoping for Optical Flow.

Aviram Bar-Haim, Lior Wolf

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Meta Decision Trees for Explainable Recommendation Systems.

Eyal Shulman, Lior Wolf

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks.

Woo-Jeoung Nam, Shir Gur, Jaesik Choi, Lior Wolf, Seong-Whan Lee

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Interactive Scene Generation via Scene Graphs with Attributes.

Oron Ashual, Lior Wolf

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Hackathon for Classical Tibetan.

Orna Almogi, Lena Dankin, Nachum Dershowitz, Lior Wolf

J. Data Min. Digit. Humanit., 2019

Spectra2pix: Generating Nanostructure Images from Spectra.

Itzik Malkiel, Michael Mrejen, Lior Wolf, Haim Suchowski

CoRR, 2019

Computational Ceramicology.

Barak Itkin, Lior Wolf, Nachum Dershowitz

CoRR, 2019

MML: Maximal Multiverse Learning for Robust Fine-Tuning of Language Models.

Itzik Malkiel, Lior Wolf

CoRR, 2019

Adaptive and Iteratively Improving Recurrent Lateral Connections.

Barak Battash, Lior Wolf

CoRR, 2019

Mask Based Unsupervised Content Transfer.

Ron Mokady, Sagie Benaim, Lior Wolf, Amit Bermano

CoRR, 2019

Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction.

Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy

CoRR, 2019

Audio Denoising with Deep Network Priors.

Michael Michelashvili, Lior Wolf

CoRR, 2019

Hyper-Graph-Network Decoders for Block Codes.

Eliya Nachmani, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Unsupervised Singing Voice Conversion.

Eliya Nachmani, Lior Wolf

Proceedings of the Interspeech 2019, 2019

Unsupervised Learning of the Set of Local Maxima.

Lior Wolf, Sagie Benaim, Tomer Galanti

Proceedings of the 7th International Conference on Learning Representations, 2019

Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer.

Ori Press, Tomer Galanti, Sagie Benaim, Lior Wolf

Proceedings of the 7th International Conference on Learning Representations, 2019

A Universal Music Translation Network.

Noam Mor, Lior Wolf, Adam Polyak, Yaniv Taigman

Proceedings of the 7th International Conference on Learning Representations, 2019

Transductive Learning for Reading Handwritten Tibetan Manuscripts.

Sivan Keret, Lior Wolf, Nachum Dershowitz, Eric Werner, Orna Almogi, Dorji Wangchuk

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Deep Meta Functionals for Shape Representation.

Gidi Littwin, Lior Wolf

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network.

Shir Gur, Lior Wolf, Lior Golgher, Pablo Blinder

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Live Face De-Identification in Video.

Oran Gafni, Lior Wolf, Yaniv Taigman

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Bidirectional One-Shot Unsupervised Domain Mapping.

Tomer Cohen, Lior Wolf

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Domain Intersection and Domain Difference.

Sagie Benaim, Michael Khaitov, Tomer Galanti, Lior Wolf

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Specifying Object Attributes and Relations in Interactive Scene Generation.

Oron Ashual, Lior Wolf

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Attention-based Wavenet Autoencoder for Universal Voice Conversion.

Adam Polyak, Lior Wolf

Proceedings of the IEEE International Conference on Acoustics, 2019

Unsupervised Polyglot Text-to-speech.

Eliya Nachmani, Lior Wolf

Proceedings of the IEEE International Conference on Acoustics, 2019

Semi-supervised Monaural Singing Voice Separation with a Masking Network Trained on Synthetic Mixtures.

Michael Michelashvili, Sagie Benaim, Lior Wolf

Proceedings of the IEEE International Conference on Acoustics, 2019

Detect the Unexpected: Novelty Detection in Large Astrophysical Surveys using Fisher Vectors.

Michael Rotman, Itamar Reis, Dovi Poznanski, Lior Wolf

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

End-To-End Supervised Product Quantization for Image Search and Retrieval.

Benjamin Eliot Klein, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Single Image Depth Estimation Trained via Depth From Defocus Cues.

Shir Gur, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Formal Approach to Explainability.

Lior Wolf, Tomer Galanti, Tamir Hazan

Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018

Visual Analogies between Atari Games for Studying Transfer Learning in RL.

Doron Sobol, Lior Wolf, Yaniv Taigman

CoRR, 2018

Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs.

Tomer Galanti, Sagie Benaim, Lior Wolf

CoRR, 2018

Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks.

Yoav Kaempfer, Lior Wolf

CoRR, 2018

An Iterative Closest Point Method for Unsupervised Word Translation.

Yedid Hoshen, Lior Wolf

CoRR, 2018

Chest pathology identification using deep feature selection with non-medical training.

Yaniv Bar, Idit Diamant, Lior Wolf, Sivan Lieberman, Eli Konen, Hayit Greenspan

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018

Structured GANs.

Irad Peleg, Lior Wolf

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Confidence Prediction for Lexicon-Free OCR.

Noam Mor, Lior Wolf

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

A Method for Segmentation, Matching and Alignment of Dead Sea Scrolls.

Gil Levi, Pinhas Nisnevich, Adiel Ben-Shalom, Nachum Dershowitz, Lior Wolf

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Automatic Program Synthesis of Long Programs with a Learned Garbage Collector.

Amit Zohar, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Regularizing by the Variance of the Activations' Sample-Variances.

Etai Littwin, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

One-Shot Unsupervised Cross Domain Translation.

Sagie Benaim, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Fitting New Speakers Based on a Short Untranscribed Sample.

Eliya Nachmani, Adam Polyak, Yaniv Taigman, Lior Wolf

Proceedings of the 35th International Conference on Machine Learning, 2018

VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop.

Yaniv Taigman, Lior Wolf, Adam Polyak, Eliya Nachmani

Proceedings of the 6th International Conference on Learning Representations, 2018

NAM - Unsupervised Cross-Domain Image Mapping without Cycles or GANs.

Yedid Hoshen, Lior Wolf

Proceedings of the 6th International Conference on Learning Representations, 2018

Identifying Analogies Across Domains.

Yedid Hoshen, Lior Wolf

Proceedings of the 6th International Conference on Learning Representations, 2018

The Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings.

Tomer Galanti, Lior Wolf, Sagie Benaim

Proceedings of the 6th International Conference on Learning Representations, 2018

Toward a Dataset-Agnostic Word Segmentation Method.

Gregory Axler, Lior Wolf

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep learning for the design of nano-photonic structures.

Itzik Malkiel, Michael Mrejen, Achiya Nagler, Uri Arieli, Lior Wolf, Haim Suchowski

Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

Non-Adversarial Unsupervised Word Translation.

Yedid Hoshen, Lior Wolf

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

NAM: Non-Adversarial Unsupervised Domain Mapping.

Yedid Hoshen, Lior Wolf

Proceedings of the Computer Vision - ECCV 2018, 2018

Estimating the Success of Unsupervised Image to Image Translation.

Sagie Benaim, Tomer Galanti, Lior Wolf

Proceedings of the Computer Vision - ECCV 2018, 2018

Unsupervised Correlation Analysis.

Yedid Hoshen, Lior Wolf

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Two-Step Disentanglement Method.

Naama Hadad, Lior Wolf, Moni Shahar

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Maximally Distant Cross Domain Generators for Estimating Per-Sample Error.

Sagie Benaim, Tomer Galanti, Lior Wolf

CoRR, 2017

In Defense of Product Quantization.

Benjamin Eliot Klein, Lior Wolf

CoRR, 2017

Two-Step Disentanglement for Financial Data.

Naama Hadad, Lior Wolf, Moni Shahar

CoRR, 2017

Unsupervised Learning of Semantic Mappings.

Tomer Galanti, Lior Wolf

CoRR, 2017

Voice Synthesis for in-the-Wild Speakers via a Phonological Loop.

Yaniv Taigman, Lior Wolf, Adam Polyak, Eliya Nachmani

CoRR, 2017

Language Generation with Recurrent Generative Adversarial Networks without Pre-training.

Ofir Press, Amir Bar, Ben Bogin, Jonathan Berant, Lior Wolf

CoRR, 2017

Robust Features Face.

Nadav Israel, Lior Wolf, Ran Barzilay, Gal Shoval

CoRR, 2017

A Theory of Output-Side Unsupervised Domain Adaptation.

Tomer Galanti, Lior Wolf

CoRR, 2017

One-Sided Unsupervised Domain Mapping.

Sagie Benaim, Lior Wolf

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Compression fractures detection on CT.

Amir Bar, Lior Wolf, Orna Bergman Amitai, Eyal Toledano, Eldad Elnekave

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Learning to Align the Source Code to the Compiled Object Code.

Dor Levy, Lior Wolf

Proceedings of the 34th International Conference on Machine Learning, 2017

Unsupervised Cross-Domain Image Generation.

Yaniv Taigman, Adam Polyak, Lior Wolf

Proceedings of the 5th International Conference on Learning Representations, 2017

Qumran Letter Restoration by Rotation and Reflection Modified PixelCNN.

Lior Uzan, Nachum Dershowitz, Lior Wolf

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Relating Articles Textually and Visually.

Nachum Dershowitz, Daniel Labenski, Adi Silberpfennig, Lior Wolf, Yaron Tsur

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

VASESKETCH: Automatic 3D Representation of Pottery from Paper Catalog Drawings.

Francesco Banterle, Barak Itkin, Matteo Dellepiane, Lior Wolf, Marco Callieri, Nachum Dershowitz, Roberto Scopigno

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Unsupervised Creation of Parameterized Avatars.

Lior Wolf, Yaniv Taigman, Adam Polyak

Proceedings of the IEEE International Conference on Computer Vision, 2017

Temporal Tessellation: A Unified Approach for Video Analysis.

Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf

Proceedings of the IEEE International Conference on Computer Vision, 2017

Using the Output Embedding to Improve Language Models.

Ofir Press, Lior Wolf

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation.

Shay Zweig, Lior Wolf

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning.

Amit Shaked, Lior Wolf

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Optical Flow Requires Multiple Strategies (but Only One Network).

Tal Schuster, Lior Wolf, David Gadot

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Linking Image and Text with 2-Way Nets.

Aviv Eisenschtat, Lior Wolf

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Chest Radiograph Pathology Categorization via Transfer Learning.

Idit Diamant, Yaniv Bar, Ofer Geva, Lior Wolf, Gali Zimmerman, Sivan Lieberman, Eli Konen, Hayit Greenspan

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Active Congruency-Based Reranking.

Itai Ben-Shalom, Noga Levy, Lior Wolf, Nachum Dershowitz, Adiel Ben-Shalom, Roni Shweka, Yaacov Choueka, Tamir Hazan, Yaniv Bar

Frontiers Digit. Humanit., 2016

The Loss Surface of Residual Networks: Ensembles and the Role of Batch Normalization.

Etai Littwin, Lior Wolf

CoRR, 2016

Temporal Tessellation for Video Annotation and Summarization.

Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf

CoRR, 2016

Capturing Deep Correlations with 2-Way Nets.

Aviv Eisenschtat, Lior Wolf

CoRR, 2016

Texture instance similarity via dense correspondences.

Tal Hassner, Gilad Saban, Lior Wolf

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

ArchAIDE - Archaeological Automatic Interpretation and Documentation of cEramics.

Maria Letizia Gualandi, Roberto Scopigno, Lior Wolf, Julian Richards, Jaume Buxeda i Garrigos, Michael Heinzelmann, Miguel Angel Hervas, Llorenc Vila, Massimo Zallocco

Proceedings of the GCH 2016 - Eurographics Workshop on Graphics and Cultural Heritage, 2016

Softbot: Software-based lead-through for rigid servo robots.

Yackov Lubarsky, Amit Wolf, Lior Wolf, Curime Batliner, Jake Newsum

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Complexity of multiverse networks and their multilayer generalization.

Etai Littwin, Lior Wolf

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess.

Omid E. David, Nathan S. Netanyahu, Lior Wolf

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Learning to Count with CNN Boosting.

Elad Walach, Lior Wolf

Proceedings of the Computer Vision - ECCV 2016, 2016

RNN Fisher Vectors for Action Recognition and Image Annotation.

Guy Lev, Gil Sadeh, Benjamin Eliot Klein, Lior Wolf

Proceedings of the Computer Vision - ECCV 2016, 2016

CNN-N-Gram for HandwritingWord Recognition.

Arik Poznanski, Lior Wolf

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

The Multiverse Loss for Robust Transfer Learning.

Etai Littwin, Lior Wolf

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

PatchBatch: A Batch Augmented Loss for Optical Flow.

David Gadot, Lior Wolf

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Stemming and Segmentation for Classical Tibetan.

Orna Almogi, Lena Dankin, Nachum Dershowitz, Yair Hoffman, Dimitri Pauls, Dorji Wangchuk, Lior Wolf

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015

Face Recognition, Geometric vs. Appearance-Based.

Lior Wolf

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Channel-Level Acceleration of Deep Face Representations.

Adam Polyak, Lior Wolf

IEEE Access, 2015

In Defense of Word Embedding for Generic Text Representation.

Guy Lev, Benjamin Eliot Klein, Lior Wolf

Proceedings of the Natural Language Processing and Information Systems, 2015

Deep learning with non-medical training used for chest pathology identification.

Yaniv Bar, Idit Diamant, Lior Wolf, Hayit Greenspan

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Chest pathology detection using deep learning with non-medical training.

Yaniv Bar, Idit Diamant, Lior Wolf, Sivan Lieberman, Eli Konen, Hayit Greenspan

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Improving OCR for an under-resourced script using unsupervised word-spotting.

Adi Silberpfennig, Lior Wolf, Nachum Dershowitz, Seraogi Bhagesh, Bidyut B. Chaudhuri

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Viral transcript alignment.

Gil Sadeh, Lior Wolf, Tal Hassner, Nachum Dershowitz, Daniel Stökl Ben Ezra

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Live Repetition Counting.

Ofir Levy, Lior Wolf

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

I know that voice: Identifying the voice actor behind the voice.

Lior Uzan, Lior Wolf

Proceedings of the International Conference on Biometrics, 2015

Web-scale training for face identification.

Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A Dynamic Convolutional Layer for short rangeweather prediction.

Benjamin Eliot Klein, Lior Wolf, Yehuda Afek

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Associating neural word embeddings with deep image representations using Fisher Vectors.

Benjamin Eliot Klein, Guy Lev, Gil Sadeh, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Propagating Waves of Directionality and Coordination Orchestrate Collective Cell Migration.

Assaf Zaritsky, Doron Kaplan, Inbal Hecht, Sari Natan, Lior Wolf, Nir S. Gov, Eshel Ben-Jacob, Ilan Tsarfaty

PLoS Comput. Biol., 2014

When standard RANSAC is not enough: cross-media visual matching with hypothesis relevancy.

Tal Hassner, Liav Assif, Lior Wolf

Mach. Vis. Appl., 2014

Joint word2vec Networks for Bilingual Semantic Representations.

Lior Wolf, Yair Hanani, Kfir Bar, Nachum Dershowitz

Int. J. Comput. Linguistics Appl., 2014

Fisher Vectors Derived from Hybrid Gaussian-Laplacian Mixture Models for Image Annotation.

Benjamin Eliot Klein, Guy Lev, Gil Sadeh, Lior Wolf

CoRR, 2014

A Simple and Fast Word Spotting Method.

Alon Kovalchuk, Lior Wolf, Nachum Dershowitz

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Gait-Based Person Identification Using Motion Interchange Patterns.

Gil Freidlin, Noga Levy, Lior Wolf

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Classification of Artistic Styles Using Binarized Features Derived from a Deep Neural Network.

Yaniv Bar, Noga Levy, Lior Wolf

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Finding Inexact Quotations Within a Tibetan Buddhist Corpus.

Benjamin Eliot Klein, Nachum Dershowitz, Lior Wolf, Orna Almogi, Dorji Wangchuk

Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

Where is my Other Half?

Adiel Ben-Shalom, Yaacov Choueka, Nachum Dershowitz, Roni Shweka, Lior Wolf

Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

A Piggyback Representation for Action Recognition.

Lior Wolf, Yair Hanani, Tal Hassner

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

DeepFace: Closing the Gap to Human-Level Performance in Face Verification.

Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Congruency-Based Reranking.

Itai Ben-Shalom, Noga Levy, Lior Wolf, Nachum Dershowitz, Adiel Ben-Shalom, Roni Shweka, Yaacov Choueka, Tamir Hazan, Yaniv Bar

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Automatic extraction of catalog data from digital images of historical manuscripts.

Roni Shweka, Yaacov Choueka, Lior Wolf, Nachum Dershowitz

Lit. Linguistic Comput., 2013

Benchmark for multi-cellular segmentation of bright field microscopy images.

Assaf Zaritsky, Nathan Manor, Lior Wolf, Eshel Ben-Jacob, Ilan Tsarfaty

BMC Bioinform., 2013

Integrating Copies Obtained from Old and New Preservation Efforts.

Yoram Zarai, Tamar Lavee, Nachum Dershowitz, Lior Wolf

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

OCR-Free Transcript Alignment.

Tal Hassner, Lior Wolf, Nachum Dershowitz

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Fast High Dimensional Vector Multiplication Face Recognition.

Oren Barkan, Jonathan Weill, Lior Wolf, Hagai Aronowitz

Proceedings of the IEEE International Conference on Computer Vision, 2013

Document classification based on what is there and what should be there.

Noga Levy, Lior Wolf, Peter A. Stokes

Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

The SVM-Minus Similarity Score for Video Face Recognition.

Lior Wolf, Noga Levy

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Evaluating New Variants of Motion Interchange Patterns.

Yair Hanani, Noga Levy, Lior Wolf

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

The Action Similarity Labeling Challenge.

Orit Kliper-Gross, Tal Hassner, Lior Wolf

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Computation and Palaeography: Potentials and Limits (Dagstuhl Perspectives Workshop 12382).

Tal Hassner, Malte Rehbein, Peter A. Stokes, Lior Wolf

Dagstuhl Reports, 2012

Minimal Correlation Classification.

Noga Levy, Lior Wolf

Proceedings of the Computer Vision - ECCV 2012, 2012

Motion Interchange Patterns for Action Recognition in Unconstrained Videos.

Orit Kliper-Gross, Yaron Gurovich, Tal Hassner, Lior Wolf

Proceedings of the Computer Vision - ECCV 2012, 2012

Estimating the Distinctiveness of Graphemes and Allographs in Palaeographic Classification.

Noga Levy, Lior Wolf, Nachum Dershowitz, Peter A. Stokes

Proceedings of the 7th Annual International Conference of the Alliance of Digital Humanities Organizations, 2012

2011

Gene Expression in the Rodent Brain is Associated with Its Regional Connectivity.

Lior Wolf, Chen Goldberg, Nathan Manor, Roded Sharan, Eytan Ruppin

PLoS Comput. Biol., 2011

Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics.

Lior Wolf, Tal Hassner, Yaniv Taigman

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Identifying Join Candidates in the Cairo Genizah.

Lior Wolf, Rotem Littman, Naama Mayer, Tanya German, Nachum Dershowitz, Roni Shweka, Yaacov Choueka

Int. J. Comput. Vis., 2011

Content aware video manipulation.

Moshe Guttmann, Lior Wolf, Daniel Cohen-Or

Comput. Vis. Image Underst., 2011

Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition

Yaniv Taigman, Lior Wolf

CoRR, 2011

Prior Knowledge for Part Correspondence.

Oliver van Kaick, Andrea Tagliasacchi, Oana Sidi, Hao Zhang, Daniel Cohen-Or, Lior Wolf, Ghassan Hamarneh

Comput. Graph. Forum, 2011

Protein stability: a single recorded mutation aids in predicting the effects of other mutations in the same amino acid site.

Gilad Wainreb, Lior Wolf, Haim Ashkenazy, Yves Dehouck, Nir Ben-Tal

Bioinform., 2011

One Shot Similarity Metric Learning for Action Recognition.

Orit Kliper-Gross, Tal Hassner, Lior Wolf

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Computerized paleography: Tools for historical manuscripts.

Lior Wolf, Liza Potikha, Nachum Dershowitz, Roni Shweka, Yaacov Choueka

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Active clustering of document fragments using information derived from both images and catalogs.

Lior Wolf, Lior Litwak, Nachum Dershowitz, Roni Shweka, Yaacov Choueka

Proceedings of the IEEE International Conference on Computer Vision, 2011

Automatic Extraction of Catalog Data from Genizah Fragments' Images.

Roni Shweka, Yaacov Choueka, Lior Wolf, Nachum Dershowitz, Masha Zeldin

Proceedings of the 6th Annual International Conference of the Alliance of Digital Humanities Organizations, 2011

Face recognition in unconstrained videos with matched background similarity.

Lior Wolf, Tal Hassner, Itay Maoz

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Variational Relevance Vector Machine for Tabular Data.

Dmitry Kropotov, Dmitry P. Vetrov, Lior Wolf, Tal Hassner

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

Optimizing Photo Composition.

Ligang Liu, Renjie Chen, Lior Wolf, Daniel Cohen-Or

Comput. Graph. Forum, 2010

The Virtual Director: a Correlation-Based Online Viewing of Human Motion.

Jackie Assa, Lior Wolf, Daniel Cohen-Or

Comput. Graph. Forum, 2010

Automatic Cephalometric Evaluation of Patients Suffering from Sleep-Disordered Breathing.

Lior Wolf, Tamir Yedidya, Roy Ganor, Michael Chertok, Ariela Nachmani, Yehuda Finkelstein

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Visual recognition using mappings that replicate margins.

Lior Wolf, Nathan Manor

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

An eye for an eye: A single camera gaze-replacement method.

Lior Wolf, Ziv Freund, Shai Avidan

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Face Recognition, Geometric vs. Appearance-Based.

Lior Wolf

Proceedings of the Encyclopedia of Biometrics, 2009

Emerging images.

Niloy J. Mitra, Hung-Kuo Chu, Tong-Yee Lee, Lior Wolf, Hezy Yeshurun, Daniel Cohen-Or

ACM Trans. Graph., 2009

Automatically identifying join candidates in the Cairo Genizah.

Lior Wolf, Rotem Littman, Naama Mayer, Nachum Dershowitz, Roni Shweka, Yaacov Choueka

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Local Trinary Patterns for human action recognition.

Lahav Yeffet, Lior Wolf

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

The One-Shot similarity kernel.

Lior Wolf, Tal Hassner, Yaniv Taigman

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Semi-automatic stereo extraction from video footage.

Moshe Guttmann, Lior Wolf, Daniel Cohen-Or

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

One-sided object cutout using principal-channels.

Lior Gavish, Lior Shapira, Lior Wolf, Daniel Cohen-Or

Proceedings of the 11th International Conference on Computer-Aided Design and Computer Graphics, 2009

Multiple One-Shots for Utilizing Class Label Information.

Yaniv Taigman, Lior Wolf, Tal Hassner

Proceedings of the British Machine Vision Conference, 2009

Similarity Scores Based on Background Samples.

Lior Wolf, Tal Hassner, Yaniv Taigman

Proceedings of the Computer Vision, 2009

2008

Using Biologically Inspired Features for Face Processing.

Ethan Meyers, Lior Wolf

Int. J. Comput. Vis., 2008

Local Regularization for Multiclass Classification Facing Significant Intraclass Variations.

Lior Wolf, Yoni Donner

Proceedings of the Computer Vision, 2008

An experimental study of employing visual appearance as a phenotype.

Lior Wolf, Yoni Donner

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Robust Object Recognition with Cortex-Like Mechanisms.

Thomas Serre, Lior Wolf, Stanley M. Bileschi, Maximilian Riesenhuber, Tomaso A. Poggio

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Diorama Construction From a Single Image.

Jackie Assa, Lior Wolf

Comput. Graph. Forum, 2007

Non-homogeneous Content-driven Video-retargeting.

Lior Wolf, Moshe Guttmann, Daniel Cohen-Or

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Biologically Inspired System for Action Recognition.

Hueihan Jhuang, Thomas Serre, Lior Wolf, Tomaso A. Poggio

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Modeling Appearances with Low-Rank SVM.

Lior Wolf, Hueihan Jhuang, Tamir Hazan

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Artificial Complex Cells via the Tropical Semiring.

Lior Wolf, Moshe Guttmann

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Image representations beyond histograms of gradients: The role of Gestalt descriptors.

Stanley M. Bileschi, Lior Wolf

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Wide Baseline Matching between Unsynchronized Video Sequences.

Lior Wolf, Assaf Zomet

Int. J. Comput. Vis., 2006

A Critical View of Context.

Lior Wolf, Stanley M. Bileschi

Int. J. Comput. Vis., 2006

Patch-Based Texture Edges and Segmentation.

Lior Wolf, Xiaolei Huang, Ian Martin, Dimitris N. Metaxas

Proceedings of the Computer Vision, 2006

Perception Strategies in Hierarchical Vision Systems.

Lior Wolf, Stanley M. Bileschi, Ethan Meyers

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach.

Lior Wolf, Amnon Shashua

J. Mach. Learn. Res., 2005

Gene Selection via a Spectral Approach.

Lior Wolf, Amnon Shashua, Sayan Mukherjee

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Robust Boosting for Learning from Few Examples.

Lior Wolf, Ian Martin

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Combining Variable Selection with Dimensionality Reduction.

Lior Wolf, Stanley M. Bileschi

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Object Recognition with Features Inspired by Visual Cortex.

Thomas Serre, Lior Wolf, Tomaso A. Poggio

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A Unified System For Object Detection, Texture Recognition, and Context Analysis Based on the Standard Model Feature Set.

Stanley M. Bileschi, Lior Wolf

Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004

Kernel Feature Selection with Side Data Using a Spectral Approach.

Amnon Shashua, Lior Wolf

Proceedings of the Computer Vision, 2004

2003

Dynamic structure from motion using uncalibrated cameras and unsegmented scenes (חישובי מבנה של סצנה דינאמית מתנועת מצלמה, עבור מצלמות לא ידועות וללא סגמנטציה נתונה.).

Lior Wolf

PhD thesis, 2003

Learning over Sets using Kernel Principal Angles.

Lior Wolf, Amnon Shashua

J. Mach. Learn. Res., 2003

Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach.

Lior Wolf, Amnon Shashua

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation.

Lior Wolf, Amnon Shashua

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

On Projection Matrices P^k-> P²k=3, ..., 6, and their Applications in Computer Vision.

Lior Wolf, Amnon Shashua

Int. J. Comput. Vis., 2002

Video de-Abstraction or How to save money on your wedding video.

Aya Aner-Wolf, Lior Wolf

Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

Sequence-to-Sequence Self Calibration.

Lior Wolf, Assaf Zomet

Proceedings of the Computer Vision, 2002

2001

Omni-Rig: Linear Self-Recalibration of a Rig with Varying Internal and External Parameters.

Assaf Zomet, Lior Wolf, Amnon Shashua

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Affine 3-D Reconstruction from Two Projective Images of Independently Translating Planes.

Lior Wolf, Amnon Shashua

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

On Projection Matrices and their Applications in Computer Vision.

Lior Wolf, Amnon Shashua

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Two-body Segmentation from Two Perspective Views.

Lior Wolf, Amnon Shashua

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Time-varying Shape Tensors for Scenes with Multiply Moving Points.

Anat Levin, Lior Wolf, Amnon Shashua

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Join Tensors: On 3D-to-3D Alignment of Dynamic Sets.

Lior Wolf, Amnon Shashua, Yonatan Wexler

Proceedings of the 15th International Conference on Pattern Recognition, 2000

On the Structure and Properties of the Quadrifocal Tensor.

Amnon Shashua, Lior Wolf

Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Homography Tensors: On Algebraic Entities that Represent Three Views of Static or Moving Planar Points.

Amnon Shashua, Lior Wolf

Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000