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Understanding Deep Face Recognition

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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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