Ori Katz

According to our database, Ori Katz authored at least 24 papers between 2016 and 2023.

Collaborative distances:

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

2023

Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond.

Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein

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

2022

Learning to Ride a Buy-Cycle: A Hyper-Convolutional Model for Next Basket Repurchase Recommendation.

Ori Katz, Oren Barkan, Noam Koenigstein, Nir Zabari

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Discovery of Single Independent Latent Variable.

Uri Shaham, Jonathan Svirsky, Ori Katz, Ronen Talmon

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

2021

Guest Editorial: Introduction to the Special Section on Computational Photography.

Yoav Y. Schechner, Kavita Bala, Ori Katz, Kalyan Sunkavalli, Ko Nishino

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Single Independent Component Recovery and Applications.

Uri Shaham, Jonathan Svirsky, Ori Katz, Ronen Talmon

CoRR, 2021

Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates.

Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein

Proceedings of the IEEE International Conference on Data Mining, 2021

Cold Start Revisited: A Deep Hybrid Recommender with Cold-Warm Item Harmonization.

Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Yoni Weill, Noam Koenigstein

Proceedings of the IEEE International Conference on Acoustics, 2021

Anchor-based Collaborative Filtering.

Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Noam Koenigstein

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps.

Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Representation Learning via Variational Bayesian Networks.

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps.

Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

RecoBERT: A Catalog Language Model for Text-Based Recommendations.

Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein

CoRR, 2020

Spectral Flow on the Manifold of SPD Matrices for Multimodal Data Processing.

Ori Katz, Roy R. Lederman, Ronen Talmon

CoRR, 2020

Guidestar-free image-guided wavefront-shaping.

Tomer Yeminy, Ori Katz

CoRR, 2020

Cold Item Recommendations via Hierarchical Item2vec.

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Neural Attentive Multiview Machines.

Oren Barkan, Ori Katz, Noam Koenigstein

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attentive Item2vec: Neural Attentive User Representations.

Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Optimizing BERT for Unlabeled Text-Based Items Similarity.

Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding.

Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein

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

2019

InverSynth: Deep Estimation of Synthesizer Parameter Configurations From Audio Signals.

Oren Barkan, David Tsiris, Ori Katz, Noam Koenigstein

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Alternating diffusion maps for multimodal data fusion.

Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu

Inf. Fusion, 2019

CB2CF: a neural multiview content-to-collaborative filtering model for completely cold item recommendations.

Oren Barkan, Noam Koenigstein, Eylon Yogev, Ori Katz

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2017

Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment.

Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu

CoRR, 2017

2016

Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery.

Eliel Hojman, Thomas Chaigne, Oren Solomon, Sylvain Gigan, Emmanuel Bossy, Yonina C. Eldar, Ori Katz

CoRR, 2016