Understanding Deep Face Recognition

Dynamic Dual-Output Diffusion Models.

Author(s): Y. Benny, L. Wolf.
Published in: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022., 2022
Publisher: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.

Transformer Interpretability Beyond Attention Visualization

Author(s): Hila Chefer Shir Gur Lior Wolf
Published in: CVPR 2021, 2021
Publisher: CVPR

On Infinite-Width Hypernetworks

Author(s): Etai Littwin Tomer Galanti Lior Wolf Greg Yang
Published in: NeurIPS 2020, 2020
Publisher: NeurIPS

Denoising Diffusion Error Correction Codes.

Author(s): Y. Choukroun, L. Wolf.
Published in: International Conference on Learning Representations (ICLR), 2023, 2023
Publisher: International Conference on Learning Representations (ICLR), 2023

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

Author(s): L. Ben-Mosh, S. Benaim, L. Wolf
Published in: IEEE International Conference on Image Processing (ICIP), 2022., 2022
Publisher: IEEE International Conference on Image Processing (ICIP), 2022.

Caption Enriched Samples for Improving Hateful Memes Detection

Author(s): Efrat Blaier Itzik Malkiel Lior Wolf
Published in: EMNLP, 2021
Publisher: EMNLP

Anomaly Detection for Tabular Data with Internal Contrastive Learning

Author(s): T. Shenkar, L. Wolf.
Published in: 2022
Publisher: International Conference on Learning Representations (ICLR), 2022

Error Correction Code Transformer.

Author(s): Y. Choukroun, L. Wolf.
Published in: Neural Information Processing Systems (NeurIPS), 2022., 2022
Publisher: Neural Information Processing Systems (NeurIPS), 2022.

Generic Attention-model Explainability for InterpretingBi-Modal and Encoder-Decoder Transformers

Author(s): Hila Chefer Shir Gur Lior Wolf
Published in: ICCV, 2021
Publisher: ICCV

Computational Ceramicology

Author(s): Barak Itkin Lior Wolf Nachum Dershowitz
Published in: AAAI 2021, 2021
Publisher: AAAI

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

Author(s): T. Shaharabany, Y. Tewel, L. Wolf.
Published in: Neural Information Processing Systems (NeurIPS), 2022., 2022
Publisher: Neural Information Processing Systems (NeurIPS), 2022.

HyperHyperNetworks for the Design of Antenna Arrays

Author(s): Shahar Lutati Lior Wolf
Published in: ICML 2021, 2021
Publisher: ICML

A Sample Selection Approach for Universal Domain Adaptation

Author(s): Omri Lifshitz Lior Wolf
Published in: AAAI 2021, 2021
Publisher: AAAI

Fidelity-based Deep Adiabatic Scheduling

Author(s): Eli Ovits, LIor Wolf
Published in: ICLR 2021, 2021
Publisher: ICLR

Explainability Guided Image Classification.

Author(s): A. Ali, T. Shaharabany, L. Wolf.
Published in: 2022
Publisher: Medical Imaging with Deep Learning (MIDL)

A Hierarchical Transformation-Discriminating GenerativeModel for Few Shot Anomaly Detection

Author(s): Shelly Sheynin Sagie Benaim Lior Wolf
Published in: ICCV, 2021
Publisher: ICCV

Scale-Localized Abstract Reasoning

Author(s): Yaniv Benny Niv Pekar Lior Wolf
Published in: CVPR 2021, 2021
Publisher: CVPR

Gradient Adjusting Networks for Domain Inversion.

Author(s): E. Sheffi, M. Rotman, L. Wolf
Published in: Scandinavian Conference on Image Analysis (SCIA), 2023., 2023
Publisher: Scandinavian Conference on Image Analysis (SCIA), 2023.

Generating Correct Answers for Progressive Matrices Intelligence Tests

Author(s): Niv Pekar, Yaniv Benny, Lior Wolf
Published in: 34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
Publisher: NeurIPS

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

Author(s): S. Bar-David, I. Zimerman, E. Nachmani, L. Wolf.
Published in: International Conference on Learning Representations (ICLR), 2023, 2023
Publisher: International Conference on Learning Representations (ICLR), 2023

On Random Kernels of Residual Architectures

Author(s): E. Littwin, T. Galanti, L. Wolf.
Published in: AISTATS 2021, 2021
Publisher: AISTATS

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

Author(s): T. Shaharabany, L. Wolf.
Published in: International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022, 2022
Publisher: International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022

SCENE GRAPH TO IMAGE GENERATION WITH CONTEXTUALIZED OBJECT LAYOUT REFINEMENT

Author(s): Maor Ivgi, Yaniv Benny, Avichai Ben-David, Jonathan Berant, Lior Wolf
Published in: ICIP 2021, 2021
Publisher: ICIP

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

Author(s): Y. Choukroun, L. Wolf.
Published in: International Joint Conference on Artificial Intelligence (IJCAI), 2022., 2022
Publisher: International Joint Conference on Artificial Intelligence (IJCAI), 2022.

Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models.

Author(s): A. Levkovitch, E. Nachmani, L. Wolf.
Published in: Annual Conference of the International Speech Communication Association (INTERSPEECH), 2022., 2022
Publisher: Annual Conference of the International Speech Communication Association (INTERSPEECH), 2022.

Visualization of Supervised and Self-Supervised Neural Networksvia Attribution Guided Factorization

Author(s): Shir Gur, Ameen Ali, Lior Wolf
Published in: AAAI 2021, 2021
Publisher: AAAI

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

Author(s): Y. Tewel, Y. Shalev, I. Schwartz, L. Wolf.
Published in: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022. ViewPDF, 2022
Publisher: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022. ViewPDF

Generating Master Faces for Dictionary Attacks witha Network-Assisted Latent Space Evolution

Author(s): Ron Shmelkin Tomer Friedlander Lior Wolf
Published in: FG 2021, 2021
Publisher: FG

Image Animation with Perturbed Masks.

Author(s): Y. Shalev, L. Wolf
Published in: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022., 2022
Publisher: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.

MTAdam: Automatic Balancing ofMultiple Training Loss Terms

Author(s): Itzik Malkiel Lior Wolf
Published in: EMNLP 2021, 2021
Publisher: EMNLP

Unsupervised Disentanglement with Tensor Product Representations on the Torus.

Author(s): M. Rotman, A. Dekel, S. Gur, Y. Oz, L. Wolf.
Published in: 2022
Publisher: International Conference on Learning Representations (ICLR), 2022

Self-Supervised Transformers for fMRI representation.

Author(s): I. Malkiel, G. Rosenman, L. Wolf, T. Hendler
Published in: Medical Imaging with Deep Learning (MIDL), 2022
Publisher: Medical Imaging with Deep Learning (MIDL)

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

Author(s): R. Cohen Zedek, J. Osin, L. Wolf, G. Gurevitch, T. Hendler.
Published in: International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022, 2022
Publisher: International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022

XAI for Transformers: Better Explanations through

Author(s): A. Ali, T. Schnake, O. Eberle, G. Montavon, K-R. Muller, L. Wolf.
Published in: Conservative Propagation. International Conference on Machine Learning (ICML), 2022., 2022
Publisher: Conservative Propagation. International Conference on Machine Learning (ICML), 2022.

A Formal Approach to Explainability.

Author(s): L. Wolf, T. Galanti, T. Hazan
Published in: Artificial Intelligence, Ethics, and Society (AIES), 2019
Publisher: AAAI/ACM

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

Author(s): Galanti, Tomer; Wolf, Lior; Benaim, Sagie
Published in: ICLR, Issue 2, 2018
Publisher: ICLR

A Two-Step Disentanglement Method

Author(s): Naama Hadad, Lior Wolf, Moni Shahar
Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, Page(s) 772-780, ISBN 978-1-5386-6420-9
Publisher: IEEE
DOI: 10.1109/cvpr.2018.00087

Unsupervised Learning of the Set of Local Maxima. International Conference on Learning Representations (ICLR), 2019.

Author(s): L. Wolf, S. Benaim, T. Galanti.
Published in: ICLR, 2019
Publisher: ICLR

Regularizing by the Variance of the Activations' Sample-Variances

Author(s): Lior Wolf; Etai Littwin
Published in: NIPS, 2018
Publisher: Curran Associates, Inc

Structured GANs

Author(s): Irad Peleg, Lior Wolf
Published in: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 2018, Page(s) 719-728, ISBN 978-1-5386-4886-5
Publisher: IEEE
DOI: 10.1109/wacv.2018.00084

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

Author(s): O. Press, T. Galanti, S. Benaim, L. Wolf
Published in: ICLR, 2019
Publisher: ICLR

One-Shot Unsupervised Cross Domain Translation

Author(s): Benaim, Sagie; Wolf, Lior
Published in: NIPS, Issue 1, 2018
Publisher: Curran Associates, Inc.

Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs.

Author(s): Tomer Galanti, Lior Wolf
Published in: Integration of Deep Learning Theories NIPS workshop, 2018
Publisher: none

One-Sided Unsupervised Domain Mapping

Author(s): Benaim, Sagie; Wolf, Lior
Published in: NIPS, 2017
Publisher: NIPS conference

Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network

Author(s): Gur, Shir; Wolf, Lior; Golgher, Lior; Blinder, Pablo
Published in: ICCV, 2019
Publisher: CVF/IEEE

Deep Meta Functionals for Shape Representation

Author(s): Littwin, Gidi; Wolf, Lior
Published in: ICCV, 2019
Publisher: CVF/IEEE

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

Author(s): Michael Michelashvili, Sagie Benaim, Lior Wolf
Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 291-295, ISBN 978-1-4799-8131-1
Publisher: IEEE
DOI: 10.1109/icassp.2019.8682443

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

Author(s): Etai Littwin, Lior Wolf
Published in: ICML 2019 Workshop Deep Phenomena homepage, 2019
Publisher: NA

End-to-End Supervised Product Quantization for Image Search and Retrieval

Author(s): Benjamin Klein Lior Wolf
Published in: 2019
Publisher: CVF/IEEE

Bidirectional One-Shot Unsupervised Domain Mapping

Author(s): Tomer Cohen Lior Wolf
Published in: ICCV, 2019
Publisher: CVF/IEEE

Single Image Depth Estimation Trained via Depth from Defocus Cues

Author(s): Shir Gur Lior Wolf
Published in: 2019
Publisher: CVF/IEEE

Domain Intersection and Domain Difference.

Author(s): Sagie Benaim Michael Khaitov Tomer Galanti Lior Wolf
Published in: 2019
Publisher: CVF/IEEE

Specifying Object Attributes and Relations in Interactive Scene Generation.

Author(s): Oron Ashual Lior Wolf
Published in: ICCV, 2019
Publisher: CVF/IEEE

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

Author(s): W-J. Nam, Shir Gur, J. Choi, Lior Wolf, S-W. Lee.
Published in: AAAI, 2020
Publisher: American Assoc. AI

Meta Decision Trees for Explainable Recommendation Systems

Author(s): Eyal Shulman Lior Wolf
Published in: Artificial Intelligence, Ethics, and Society (AIES), 2020
Publisher: AAAI

ScopeFlow: Dynamic Scene Scoping for Optical Flow

Author(s): Aviram Bar-HAim Lior Wolf
Published in: IEEE Computer Vision and Pattern Recognition 2020, 2020
Publisher: IEEE

Comparing vision-based to sonar-based 3D reconstruction.

Author(s): N. Frank, L. Wolf, D. Olshansky, A. Boonman, Y. Yovel.
Published in: International Conference on Computational Photography (ICCP), 2020
Publisher: IEEE

Electric Analog Circuit Design with Hypernetworks and a Differential Simulator.

Author(s): Michale Rotman Lior Wolf
Published in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Publisher: IEEE

Weakly Supervised Discovery of Semantic Attributes

Author(s): A. Ameen, T. Galanti, E. Zheltonozhskii, C. Baskin, L. Wolf
Published in: Causal Learning and Reasoning (CLeaR), 2022., 2022
Publisher: Causal Learning and Reasoning (CLeaR)

Image-based CLIP-Guided Essence Transfer.

Author(s): H. Chefer, S. Benaim, R. Paiss, L. Wolf.
Published in: European Conference on Computer Vision (ECCV), 2022., 2022
Publisher: European Conference on Computer Vision (ECCV), 2022.

SHUFFLING RECURRENT NEURAL NETWORKS

Author(s): Michael Rotman Lior Wolf
Published in: AAAI 2021, 2021
Publisher: AAAI

Permuted AdaIN: Reducing the Bias TowardsGlobal Statistics in Image Classification

Author(s): Oren Nuriel Sagie Benaim Lior Wolf
Published in: CVPR 2021, 2021
Publisher: CVPR

Learning Personal Representations from fMRIby Predicting Neurofeedback Performance

Author(s): Jhonathan Osin,Lior Wolf Guy Gurevitch, Jackob Nimrod Keynan, Tom Fruchtman-Steinbok, Ayelet Or-Borichev, Shira Reznik Balter and Talma Hendler
Published in: International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2020
Publisher: International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI)

OneGAN: Simultaneous Unsupervised Learningof Conditional Image Generation, ForegroundSegmentation, and Fine-Grained Clustering

Author(s): Yaniv Benny and Lior Wolf
Published in: ECCV 2020, 2020
Publisher: ECCV 2020

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

Author(s): Itzik Malkiel Lior Wolf
Published in: AAAI 2021, 2021
Publisher: AAAI

On the Modularity of Hypernetworks

Author(s): Tomer Galanti Lior WOlf
Published in: NeurIPS 2020, 2020
Publisher: NeurIPS 2020

SepIt: Approaching a Single Channel Speech Separation Bound.

Author(s): S. Lutati, E. Nachmani, L. Wolf.
Published in: Annual Conference of the International Speech Communication Association (INTERSPEECH),, 2022
Publisher: Annual Conference of the International Speech Communication Association (INTERSPEECH),

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

Author(s): R. Paiss, H. Chefer, L. Wolf.
Published in: European Conference on Computer Vision (ECCV), 2022, 2022
Publisher: European Conference on Computer Vision (ECCV), 2022

Many-Speakers Single Channel Speech Separationwith Optimal Permutation Training

Author(s): Shaked Dovrat, Eliya Nachmani, Lior Wolf
Published in: INTERSPEECH 2021, 2021
Publisher: INTERSPEECH

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

Author(s): Shir Gur, Sagie Benaim, Lior Wolf
Published in: NeurIPS 2020, 2020
Publisher: NeurIPS 2020

HIERARCHICAL TIMBRE-PAINTING AND ARTICULATION GENERATION

Author(s): Michael Michelashvili Lior Wolf
Published in: ISMIR 2020, 2020
Publisher: International Society for Music Information Retrieval Conference (ISMIR)

Meta Internal Learning

Author(s): Raphael Bensadoun, Shir Gur, Tomer Galanti, Lior Wolf
Published in: NeurIPS 2021, 2021
Publisher: NeuRIPS 2021

Optimizing Relevance Maps of Vision Transformers Improves Robustness.

Author(s): H. Chefer, I. Schwartz, L. Wolf.
Published in: Neural Information Processing Systems (NeurIPS), 2022., 2022
Publisher: Neural Information Processing Systems (NeurIPS), 2022.

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

Author(s): S. Sheynin, L. Wolf, Z. Ben-Zion, J. Sheynine, S. Reznik. J. Nimrod Keynan, R. Admon, A. Shalev, T. Hendler, I. lLiberzon
Published in: NeuroImage, 2021, ISSN 2213-1582
Publisher: Elsevier BV

Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs

Author(s): Tomer Galanti, Sagie Benaim, Lior Wolf
Published in: JMLR, 2021, ISSN 1533-7928
Publisher: JMLR

Structural-analogy from a Single Image Pair

Author(s): Sagie Benaim, Ron Mokady, Amit Bermano, Daniel Cohen-Or, Lior Wolf
Published in: Computer Graphics Forum, 2020, ISSN 1467-8659
Publisher: wiley

Evaluation Metrics for Conditional Image Generation

Author(s): Yaniv Benny Tomer Galanti Sagie Benaim Lior Wolf
Published in: International Journal of Computer Vision, 2021, ISSN 0920-5691
Publisher: Kluwer Academic Publishers

In Defense of Product Quantization

Author(s): Klein, Benjamin; Wolf, Lior
Published in: arXiv preprint, Issue 2, 2017
Publisher: Corr

Visual analogies between Atari games for studying transfer learning

Author(s): Doron Sobol, Lior Wolf, Yaniv Taigman
Published in: arXiv preprint, 2018
Publisher: Corr

Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs

Author(s): Galanti, Tomer; Benaim, Sagie; Wolf, Lior
Published in: arXiv preprint, Issue 1, 2018
Publisher: arXiv

Estimating the Success of Unsupervised Image to Image Translation

Author(s): Sagie Benaim, Tomer Galanti, Lior Wolf
Published in: Computer Vision – ECCV 2018 - 15th European Conference, Munich, Germany, September 8–14, 2018, Proceedings, Part V, Issue 11209, 2018, Page(s) 222-238, ISBN 978-3-030-01227-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-01228-1_14

Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation

Author(s): Shir Gur, Lior Wolf, Lior Golgher, Pablo Blinder
Published in: Biocomputing 2020 - Proceedings of the Pacific Symposium, 2020, Page(s) 331-342, ISBN 978-981-12-1562-9
Publisher: WORLD SCIENTIFIC
DOI: 10.1142/9789811215636_0030

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