Wolf, Lior

166 publications

CVPR 2025 Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds Eitan Shaar, Ariel Shaulov, Gal Chechik, Lior Wolf

ICLR 2025 Add-It: Training-Free Object Insertion in Images with Pretrained Diffusion Models Yoad Tewel, Rinon Gal, Dvir Samuel, Yuval Atzmon, Lior Wolf, Gal Chechik

ICLR 2025 DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish, Itamar Zimerman, Shady Abu-Hussein, Nadav Cohen, Amir Globerson, Lior Wolf, Raja Giryes

NeurIPS 2025 Execution Guided Line-by-Line Code Generation Boaz Lavon, Shahar Katz, Lior Wolf

ICLR 2025 Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation Itamar Zimerman, Ameen Ali Ali, Lior Wolf

NeurIPS 2025 FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation Ariel Shaulov, Itay Hazan, Lior Wolf, Hila Chefer

NeurIPS 2025 Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability Yarden Bakish, Itamar Zimerman, Hila Chefer, Lior Wolf

CVPR 2025 SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception Yaniv Benny, Lior Wolf

ICML 2025 VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models Hila Chefer, Uriel Singer, Amit Zohar, Yuval Kirstain, Adam Polyak, Yaniv Taigman, Lior Wolf, Shelly Sheynin

ICLR 2024 A 2-Dimensional State Space Layer for Spatial Inductive Bias Ethan Baron, Itamar Zimerman, Lior Wolf

ICLR 2024 A Foundation Model for Error Correction Codes Yoni Choukroun, Lior Wolf

UAI 2024 Anomaly Detection with Variance Stabilized Density Estimation Amit Rozner, Barak Battash, Henry Li, Lior Wolf, Ofir Lindenbaum

ICML 2024 Converting Transformers to Polynomial Form for Secure Inference over Homomorphic Encryption Itamar Zimerman, Moran Baruch, Nir Drucker, Gilad Ezov, Omri Soceanu, Lior Wolf

AAAI 2024 Deep Quantum Error Correction Yoni Choukroun, Lior Wolf

AAAI 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

ICMLW 2024 Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation Idan Schwartz, Guy Yariv, Itai Gat, Yossi Adi, Sagie Benaim, Lior Wolf

TMLR 2024 Domain-Generalizable Multiple-Domain Clustering Amit Rozner, Barak Battash, Lior Wolf, Ofir Lindenbaum

ICLR 2024 Dynamic Layer Tying for Parameter-Efficient Transformers Tamir David Hay, Lior Wolf

ICML 2024 Learning Linear Block Error Correction Codes Yoni Choukroun, Lior Wolf

AISTATS 2024 Multi-Dimensional Hyena for Spatial Inductive Bias Itamar Zimerman, Lior Wolf

AISTATS 2024 Revisiting the Noise Model of Stochastic Gradient Descent Barak Battash, Lior Wolf, Ofir Lindenbaum

ICLR 2024 Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation Shahar Lutati, Eliya Nachmani, Lior Wolf

ICLR 2024 The Hidden Language of Diffusion Models Hila Chefer, Oran Lang, Mor Geva, Volodymyr Polosukhin, Assaf Shocher, Michal Irani, Inbar Mosseri, Lior Wolf

MIDL 2024 Video Polyp Segmentation Using Implicit Networks Aviad Dahan, Tal Shaharabany, Raja Giryes, Lior Wolf

ICML 2024 Viewing Transformers Through the Lens of Long Convolutions Layers Itamar Zimerman, Lior Wolf

MIDL 2024 Zero-Shot Medical Image Segmentation Based on Sparse Prompt Using Finetuned SAM Tal Shaharabany, Lior Wolf

ICCV 2023 Box-Based Refinement for Weakly Supervised and Unsupervised Localization Tasks Eyal Gomel, Tal Shaharbany, Lior Wolf

ACML 2023 Cross-Domain Relation Adaptation Ido Kessler, Omri Lifshitz, Sagie Benaim, Lior Wolf

ICLR 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers Shmuel Bar David, Itamar Zimerman, Eliya Nachmani, Lior Wolf

ACML 2023 Degree-Based Stratification of Nodes in Graph Neural Networks Ameen Ali, Lior Wolf, Hakan Cevikalp

ICLR 2023 Denoising Diffusion Error Correction Codes Yoni Choukroun, Lior Wolf

ICCV 2023 Discriminative Class Tokens for Text-to-Image Diffusion Models Idan Schwartz, Vésteinn Snæbjarnarson, Hila Chefer, Serge Belongie, Lior Wolf, Sagie Benaim

MIDL 2023 Explainability Guided COVID-19 Detection in CT Scans Ameen Ali, Tal Shaharabany, Lior Wolf

ICML 2023 OCD: Learning to Overfit with Conditional Diffusion Models Shahar Lutati, Lior Wolf

NeurIPSW 2023 Revisiting the Noise Model of SGD Barak Battash, Lior Wolf, Ofir Lindenbaum

MIDL 2023 Self-Supervised Transformers for fMRI Representation Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler

UAI 2023 Semi-Supervised Learning of Partial Differential Operators and Dynamical Flows Michael Rotman, Amit Dekel, Ran Ilan Ber, Lior Wolf, Yaron Oz

CVPR 2023 Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding Tal Shaharabany, Lior Wolf

ICLR 2022 Anomaly Detection for Tabular Data with Internal Contrastive Learning Tom Shenkar, Lior Wolf

CVPR 2022 Dynamic Dual-Output Diffusion Models Yaniv Benny, Lior Wolf

NeurIPS 2022 Error Correction Code Transformer Yoni Choukroun, Lior Wolf

IJCAI 2022 Geometric Transformer for End-to-End Molecule Properties Prediction Yoni Choukroun, Lior Wolf

CVPR 2022 Image Animation with Perturbed Masks Yoav Shalev, Lior Wolf

ECCV 2022 Image-Based CLIP-Guided Essence Transfer Hila Chefer, Sagie Benaim, Roni Paiss, Lior Wolf

ICML 2022 Neural Inverse Kinematic Raphael Bensadoun, Shir Gur, Nitsan Blau, Lior Wolf

ECCV 2022 No Token Left Behind: Explainability-Aided Image Classification and Generation Roni Paiss, Hila Chefer, Lior Wolf

NeurIPS 2022 Optimizing Relevance Maps of Vision Transformers Improves Robustness Hila Chefer, Idan Schwartz, Lior Wolf

ICLR 2022 Unsupervised Disentanglement with Tensor Product Representations on the Torus Michael Rotman, Amit Dekel, Shir Gur, Yaron Oz, Lior Wolf

WACV 2022 Video and Text Matching with Conditioned Embeddings Ameen Ali, Idan Schwartz, Tamir Hazan, Lior Wolf

CLeaR 2022 Weakly Supervised Discovery of Semantic Attributes Ameen Ali Ali, Tomer Galanti, Evgenii Zheltonozhskii, Chaim Baskin, Lior Wolf

NeurIPS 2022 What Is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding Without Text Inputs Tal Shaharabany, Yoad Tewel, Lior Wolf

ICML 2022 XAI for Transformers: Better Explanations Through Conservative Propagation Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf

CVPR 2022 ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf

ICCV 2021 A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection Shelly Sheynin, Sagie Benaim, Lior Wolf

AAAI 2021 Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches Barak Itkin, Lior Wolf, Nachum Dershowitz

ICLR 2021 Fidelity-Based Deep Adiabatic Scheduling Eli Ovits, Lior Wolf

ICCV 2021 Generic Attention-Model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers Hila Chefer, Shir Gur, Lior Wolf

ICML 2021 HyperHyperNetwork for the Design of Antenna Arrays Shahar Lutati, Lior Wolf

CVPR 2021 HyperSeg: Patch-Wise Hypernetwork for Real-Time Semantic Segmentation Yuval Nirkin, Lior Wolf, Tal Hassner

ICCVW 2021 In Defense of the Learning Without Forgetting for Task Incremental Learning Guy Oren, Lior Wolf

NeurIPS 2021 Meta Internal Learning Raphael Bensadoun, Shir Gur, Tomer Galanti, Lior Wolf

UAI 2021 On Random Kernels of Residual Architectures Etai Littwin, Tomer Galanti, Lior Wolf

CVPR 2021 Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oren Nuriel, Sagie Benaim, Lior Wolf

ICML 2021 Recovering AES Keys with a Deep Cold Boot Attack Itamar Zimerman, Eliya Nachmani, Lior Wolf

JMLR 2021 Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs Tomer Galanti, Sagie Benaim, Lior Wolf

AAAI 2021 Sample Selection for Universal Domain Adaptation Omri Lifshitz, Lior Wolf

CVPR 2021 Scale-Localized Abstract Reasoning Yaniv Benny, Niv Pekar, Lior Wolf

AAAI 2021 Shuffling Recurrent Neural Networks Michael Rotman, Lior Wolf

CVPR 2021 Single-Shot Freestyle Dance Reenactment Oran Gafni, Oron Ashual, Lior Wolf

CVPR 2021 Transformer Interpretability Beyond Attention Visualization Hila Chefer, Shir Gur, Lior Wolf

AAAI 2021 Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization Shir Gur, Ameen Ali, Lior Wolf

WACV 2020 End to End Lip Synchronization with a Temporal AutoEncoder Yoav Shalev, Lior Wolf

ICLR 2020 End to End Trainable Active Contours via Differentiable Rendering Shir Gur, Tal Shaharabany, Lior Wolf

NeurIPS 2020 Generating Correct Answers for Progressive Matrices Intelligence Tests Niv Pekar, Yaniv Benny, Lior Wolf

NeurIPS 2020 Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample Shir Gur, Sagie Benaim, Lior Wolf

AAAI 2020 Interactive Scene Generation via Scene Graphs with Attributes Oron Ashual, Lior Wolf

ICLR 2020 Masked Based Unsupervised Content Transfer Ron Mokady, Sagie Benaim, Lior Wolf, Amit Bermano

NeurIPS 2020 On Infinite-Width Hypernetworks Etai Littwin, Tomer Galanti, Lior Wolf, Greg Yang

NeurIPS 2020 On the Modularity of Hypernetworks Tomer Galanti, Lior Wolf

ECCV 2020 OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering Yaniv Benny, Lior Wolf

AAAI 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

WACV 2020 Supervised and Unsupervised Learning of Parameterized Color Enhancement Yoav Chai, Raja Giryes, Lior Wolf

ICLR 2020 Vid2Game: Controllable Characters Extracted from Real-World Videos Oran Gafni, Lior Wolf, Yaniv Taigman

ICML 2020 Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani, Yossi Adi, Lior Wolf

ICLR 2019 A Universal Music Translation Network Noam Mor, Lior Wolf, Adam Polyak, Yaniv Taigman

ICLR 2019 Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer Ori Press, Tomer Galanti, Sagie Benaim, Lior Wolf

NeurIPS 2019 Hyper-Graph-Network Decoders for Block Codes Eliya Nachmani, Lior Wolf

ICMLW 2019 On the Convex Behavior of Deep Neural Networks in Relation to the Layers' Width Etai Littwin, Lior Wolf

ICLR 2019 Unsupervised Learning of the Set of Local Maxima Lior Wolf, Sagie Benaim, Tomer Galanti

WACV 2018 A Method for Segmentation, Matching and Alignment of Dead Sea Scrolls Gil Levi, Pinhas Nisnevich, Adiel Ben-Shalom, Nachum Dershowitz, Lior Wolf

NeurIPS 2018 Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar, Lior Wolf

WACV 2018 Confidence Prediction for Lexicon-Free OCR Noam Mor, Lior Wolf

ECCV 2018 Estimating the Success of Unsupervised Image to Image Translation Sagie Benaim, Tomer Galanti, Lior Wolf

ICML 2018 Fitting New Speakers Based on a Short Untranscribed Sample Eliya Nachmani, Adam Polyak, Yaniv Taigman, Lior Wolf

ICLR 2018 Identifying Analogies Across Domains Yedid Hoshen, Lior Wolf

ECCV 2018 NAM: Non-Adversarial Unsupervised Domain Mapping Yedid Hoshen, Lior Wolf

NeurIPS 2018 One-Shot Unsupervised Cross Domain Translation Sagie Benaim, Lior Wolf

NeurIPS 2018 Regularizing by the Variance of the Activations' Sample-Variances Etai Littwin, Lior Wolf

WACV 2018 Structured GANs Irad Peleg, Lior Wolf

ICLR 2018 The Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings Tomer Galanti, Lior Wolf, Sagie Benaim

ICLR 2018 VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop Yaniv Taigman, Lior Wolf, Adam Polyak, Eliya Nachmani

CVPR 2017 Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning Amit Shaked, Lior Wolf

CVPR 2017 InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation Shay Zweig, Lior Wolf

ICML 2017 Learning to Align the Source Code to the Compiled Object Code Dor Levy, Lior Wolf

CVPR 2017 Linking Image and Text with 2-Way Nets Aviv Eisenschtat, Lior Wolf

NeurIPS 2017 One-Sided Unsupervised Domain Mapping Sagie Benaim, Lior Wolf

CVPR 2017 Optical Flow Requires Multiple Strategies (but Only One Network) Tal Schuster, Lior Wolf, David Gadot

ICCV 2017 Temporal Tessellation: A Unified Approach for Video Analysis Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf

ICCV 2017 Unsupervised Creation of Parameterized Avatars Lior Wolf, Yaniv Taigman, Adam Polyak

ICLR 2017 Unsupervised Cross-Domain Image Generation Yaniv Taigman, Adam Polyak, Lior Wolf

CVPR 2016 CNN-N-Gram for Handwriting Word Recognition Arik Poznanski, Lior Wolf

ECCV 2016 Learning to Count with CNN Boosting Elad Walach, Lior Wolf

CVPR 2016 PatchBatch: A Batch Augmented Loss for Optical Flow David Gadot, Lior Wolf

ECCV 2016 RNN Fisher Vectors for Action Recognition and Image Annotation Guy Lev, Gil Sadeh, Benjamin Eliot Klein, Lior Wolf

WACV 2016 Texture Instance Similarity via Dense Correspondences Tal Hassner, Gilad Saban, Lior Wolf

CVPR 2016 The Multiverse Loss for Robust Transfer Learning Etai Littwin, Lior Wolf

CVPR 2015 A Dynamic Convolutional Layer for Short Range Weather Prediction Benjamin Klein, Lior Wolf, Yehuda Afek

CVPR 2015 Associating Neural Word Embeddings with Deep Image Representations Using Fisher Vectors Benjamin Klein, Guy Lev, Gil Sadeh, Lior Wolf

ICCV 2015 Live Repetition Counting Ofir Levy, Lior Wolf

CVPR 2015 Web-Scale Training for Face Identification Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf

CVPRW 2014 A Piggyback Representation for Action Recognition Lior Wolf, Yair Hanani, Tal Hassner

ECCVW 2014 Classification of Artistic Styles Using Binarized Features Derived from a Deep Neural Network Yaniv Bar, Noga Levy, Lior Wolf

CVPR 2014 Congruency-Based Reranking Itai Ben-Shalom, Noga Levy, Lior Wolf, Nachum Dershowitz, Adiel Ben-Shalom, Roni Shweka, Yaacov Choueka, Tamir Hazan, Yaniv Bar

CVPR 2014 DeepFace: Closing the Gap to Human-Level Performance in Face Verification Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf

ECCVW 2014 Gait-Based Person Identification Using Motion Interchange Patterns Gil Freidlin, Noga Levy, Lior Wolf

CVPRW 2013 Evaluating New Variants of Motion Interchange Patterns Yair Hanani, Noga Levy, Lior Wolf

ICCV 2013 Fast High Dimensional Vector Multiplication Face Recognition Oren Barkan, Jonathan Weill, Lior Wolf, Hagai Aronowitz

CVPR 2013 The SVM-Minus Similarity Score for Video Face Recognition Lior Wolf, Noga Levy

ECCV 2012 Minimal Correlation Classification Noga Levy, Lior Wolf

ECCV 2012 Motion Interchange Patterns for Action Recognition in Unconstrained Videos Orit Kliper-Gross, Yaron Gurovich, Tal Hassner, Lior Wolf

ICCV 2011 Active Clustering of Document Fragments Using Information Derived from Both Images and Catalogs Lior Wolf, Lior Litwak, Nachum Dershowitz, Roni Shweka, Yaacov Choueka

CVPR 2011 Face Recognition in Unconstrained Videos with Matched Background Similarity Lior Wolf, Tal Hassner, Itay Maoz

CVPR 2010 An Eye for an Eye: A Single Camera Gaze-Replacement Method Lior Wolf, Ziv Freund, Shai Avidan

ACML 2010 Variational Relevance Vector Machine for Tabular Data Dmitry Kropotov, Dmitry Vetrov, Lior Wolf, Tal Hassner

CVPR 2010 Visual Recognition Using Mappings That Replicate Margins Lior Wolf, Nathan Manor

ICCVW 2009 Automatically Identifying Join Candidates in the Cairo Genizah Lior Wolf, Rotem Littman, Naama Mayer, Nachum Dershowitz, Roni Shweka, Yaacov Choueka

ICCV 2009 Local Trinary Patterns for Human Action Recognition Lahav Yeffet, Lior Wolf

ICCV 2009 Semi-Automatic Stereo Extraction from Video Footage Moshe Guttmann, Lior Wolf, Daniel Cohen-Or

ICCV 2009 The One-Shot Similarity Kernel Lior Wolf, Tal Hassner, Yaniv Taigman

CVPR 2008 An Experimental Study of Employing Visual Appearance as a Phenotype Lior Wolf, Yoni Donner

ECCV 2008 Local Regularization for Multiclass Classification Facing Significant Intraclass Variations Lior Wolf, Yoni Donner

ICCV 2007 A Biologically Inspired System for Action Recognition Hueihan Jhuang, Thomas Serre, Lior Wolf, Tomaso A. Poggio

CVPR 2007 Artificial Complex Cells via the Tropical Semiring Lior Wolf, Moshe Guttmann

CVPR 2007 Image Representations Beyond Histograms of Gradients: The Role of Gestalt Descriptors Stanley M. Bileschi, Lior Wolf

CVPR 2007 Modeling Appearances with Low-Rank SVM Lior Wolf, Hueihan Jhuang, Tamir Hazan

ICCV 2007 Non-Homogeneous Content-Driven Video-Retargeting Lior Wolf, Moshe Guttmann, Daniel Cohen-Or

ECCV 2006 Patch-Based Texture Edges and Segmentation Lior Wolf, Xiaolei Huang, Ian Martin, Dimitris N. Metaxas

CVPR 2006 Perception Strategies in Hierarchical Vision Systems Lior Wolf, Stanley M. Bileschi, Ethan Meyers

CVPR 2005 Combining Variable Selection with Dimensionality Reduction Lior Wolf, Stanley M. Bileschi

JMLR 2005 Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach Lior Wolf, Amnon Shashua

CVPR 2005 Gene Selection via a Spectral Approach Lior Wolf, Amnon Shashua, Sayan Mukherjee

CVPRW 2005 Gene Selection via a Spectral Approach Lior Wolf, Amnon Shashua, Sayan Mukherjee

CVPR 2005 Object Recognition with Features Inspired by Visual Cortex Thomas Serre, Lior Wolf, Tomaso A. Poggio

CVPR 2005 Robust Boosting for Learning from Few Examples Lior Wolf, Ian Martin

ECCV 2004 Kernel Feature Selection with Side Data Using a Spectral Approach Amnon Shashua, Lior Wolf

ICCV 2003 Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weighted-Based Approach Lior Wolf, Amnon Shashua

CVPR 2003 Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation Lior Wolf, Amnon Shashua

JMLR 2003 Learning over Sets Using Kernel Principal Angles (Kernel Machines Section) Lior Wolf, Amnon Shashua

ECCV 2002 Sequence-to-Sequence Self Calibration Lior Wolf, Assaf Zomet

ICCV 2001 Affine 3-D Reconstruction from Two Projective Images of Independently Translating Planes Lior Wolf, Amnon Shashua

ICCV 2001 Omni-Rig: Linear Self-Recalibration of a Rig with Varying Internal and External Parameters Assaf Zomet, Lior Wolf, Amnon Shashua

ICCV 2001 On Projection Matrices and Their Applications in Computer Vision Lior Wolf, Amnon Shashua

CVPR 2001 Time-Varying Shape Tensors for Scenes with Multiply Moving Points Anat Levin, Lior Wolf, Amnon Shashua

CVPR 2001 Two-Body Segmentation from Two Perspective Views Lior Wolf, Amnon Shashua

ECCV 2000 Homography Tensors: On Algebraic Entities That Represent Three Views of Static or Moving Planar Points Amnon Shashua, Lior Wolf

ECCV 2000 On the Structure and Properties of the Quadrifocal Tensor Amnon Shashua, Lior Wolf