Tal Hassner

Orcid: 0000-0003-2275-1406

According to our database1, Tal Hassner authored at least 95 papers between 2002 and 2024.

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Bibliography

2024
HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Reverse Engineering of Generative Models: Inferring Model Hyperparameters From Generated Images.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

TextStyleBrush: Transfer of Text Aesthetics From a Single Example.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms.
CoRR, 2023

GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Simple Transferability Estimation for Regression Tasks.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Self-Supervised Object Detection from Egocentric Videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MaLP: Manipulation Localization Using a Proactive Scheme.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
TBIOM Special Issue on Trustworthy Biometrics-Editorial.
IEEE Trans. Biom. Behav. Identity Sci., 2022

DeepFake Detection Based on Discrepancies Between Faces and Their Context.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

You Only Need a Good Embeddings Extractor to Fix Spurious Correlations.
CoRR, 2022

Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy.
CoRR, 2022

Task Grouping for Multilingual Text Recognition.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Few-shot Learning with Noisy Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Proactive Image Manipulation Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images.
CoRR, 2021

Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HyperSeg: Patch-Wise Hypernetwork for Real-Time Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Multiplexed Network for End-to-End, Multilingual OCR.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Fast and accurate line detection with GPU-based least median of squares.
J. Real Time Image Process., 2020

DeepFake Detection Based on the Discrepancy Between the Face and its Context.
CoRR, 2020

LEEP: A New Measure to Evaluate Transferability of Learned Representations.
Proceedings of the 37th International Conference on Machine Learning, 2020

Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Face-Specific Data Augmentation for Unconstrained Face Recognition.
Int. J. Comput. Vis., 2019

Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation.
Int. J. Comput. Vis., 2019

Toward Understanding Catastrophic Forgetting in Continual Learning.
CoRR, 2019

Precise Detection in Densely Packed Scenes.
CoRR, 2019

Transferability and Hardness of Supervised Classification Tasks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

FSGAN: Subject Agnostic Face Swapping and Reenactment.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Precise Detection in Densely Packed Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Balancing Specialization, Generalization, and Compression for Detection and Tracking.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Facial Landmark Detection with Tweaked Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Deep Face Recognition: A Survey.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

CNN Prediction of Future Disease Activity for Multiple Sclerosis Patients from Baseline MRI and Lesion Labels.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

On Face Segmentation, Face Swapping, and Face Perception.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

ExpNet: Landmark-Free, Deep, 3D Facial Expressions.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Extreme 3D Face Reconstruction: Seeing Through Occlusions.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
SIFTing Through Scales.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Extreme 3D Face Reconstruction: Looking Past Occlusions.
CoRR, 2017

Accurate 3D face reconstruction via prior constrained structure from motion.
Comput. Graph., 2017

FacePoseNet: Making a Case for Landmark-Free Face Alignment.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Temporal Tessellation: A Unified Approach for Video Analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Rapid Synthesis of Massive Face Sets for Improved Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Dense Correspondences across Scenes and Scales.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Temporal Tessellation for Video Annotation and Summarization.
CoRR, 2016

LATCH: Learned arrangements of three patch codes.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Texture instance similarity via dense correspondences.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Face recognition using deep multi-pose representations.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

The CUDA LATCH Binary Descriptor: Because Sometimes Faster Means Better.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Do We Really Need to Collect Millions of Faces for Effective Face Recognition?
Proceedings of the Computer Vision - ECCV 2016, 2016

Pooling Faces: Template Based Face Recognition with Pooled Face Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Facial Landmark Detection with Tweaked Convolutional Neural Networks.
CoRR, 2015

GPU-Based Computation of 2D Least Median of Squares with Applications to Fast and Robust Line Detection.
CoRR, 2015

Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Viral transcript alignment.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Wide Baseline Stereo Matching with Convex Bounded Distortion Constraints.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Age and gender classification using convolutional neural networks.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Effective face frontalization in unconstrained images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Age and Gender Estimation of Unfiltered Faces.
IEEE Trans. Inf. Forensics Secur., 2014

When standard RANSAC is not enough: cross-media visual matching with hypothesis relevancy.
Mach. Vis. Appl., 2014

Teaching Computer Vision: Bringing Research Benchmarks to the Classroom.
ACM Trans. Comput. Educ., 2014

Digital Palaeography: New Machines and Old Texts (Dagstuhl Seminar 14302).
Dagstuhl Reports, 2014

A Piggyback Representation for Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Single View Depth Estimation from Examples
CoRR, 2013

Interactive Learning for Point-Cloud Motion Segmentation.
Comput. Graph. Forum, 2013

OCR-Free Transcript Alignment.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Viewing Real-World Faces in 3D.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A Critical Review of Action Recognition Benchmarks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
The Action Similarity Labeling Challenge.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Computation and Palaeography: Potentials and Limits (Dagstuhl Perspectives Workshop 12382).
Dagstuhl Reports, 2012

Motion Interchange Patterns for Action Recognition in Unconstrained Videos.
Proceedings of the Computer Vision - ECCV 2012, 2012

On SIFTs and their scales.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Violent flows: Real-time detection of violent crowd behavior.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Approximate Nearest Subspace Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

One Shot Similarity Metric Learning for Action Recognition.
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Face recognition in unconstrained videos with matched background similarity.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Variational Relevance Vector Machine for Tabular Data.
Proceedings of the 2nd Asian Conference on Machine Learning, 2010

2009
A general framework for Approximate Nearest Subspace search.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

The One-Shot similarity kernel.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multiple One-Shots for Utilizing Class Label Information.
Proceedings of the British Machine Vision Conference, 2009

Similarity Scores Based on Background Samples.
Proceedings of the Computer Vision, 2009

2007
Surface reconstruction using local shape priors.
Proceedings of the Fifth Eurographics Symposium on Geometry Processing, Barcelona, 2007

Approximate Nearest Subspace Search with Applications to Pattern Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Automatic Depth-Map Colorization.
Proceedings of the 27th Annual Conference of the European Association for Computer Graphics, 2006

Example Based 3D Reconstruction from Single 2D Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Minimal-Cut Model Composition.
Proceedings of the 2005 International Conference on Shape Modeling and Applications (SMI 2005), 2005

2002
What Does the Scene Look Like from a Scene Point?
Proceedings of the Computer Vision, 2002


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