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Publications

A Formal Approach to Explainability.

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

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

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
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

Regularizing by the Variance of the Activations' Sample-Variances

Author(s): Lior Wolf; Etai Littwin
Published in: NIPS, 2018

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
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

One-Shot Unsupervised Cross Domain Translation

Author(s): Benaim, Sagie; Wolf, Lior
Published in: NIPS, Issue 1, 2018

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

One-Sided Unsupervised Domain Mapping

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

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

Deep Meta Functionals for Shape Representation

Author(s): Littwin, Gidi; Wolf, Lior
Published in: ICCV, 2019

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
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

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

Author(s): Benjamin Klein Lior Wolf
Published in: 2019

Bidirectional One-Shot Unsupervised Domain Mapping

Author(s): Tomer Cohen Lior Wolf
Published in: ICCV, 2019

Single Image Depth Estimation Trained via Depth from Defocus Cues

Author(s): Shir Gur Lior Wolf
Published in: 2019

Domain Intersection and Domain Difference.

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

Specifying Object Attributes and Relations in Interactive Scene Generation.

Author(s): Oron Ashual Lior Wolf
Published in: ICCV, 2019

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

Meta Decision Trees for Explainable Recommendation Systems

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

ScopeFlow: Dynamic Scene Scoping for Optical Flow

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

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

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

In Defense of Product Quantization

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

Visual analogies between Atari games for studying transfer learning

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

Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs

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

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
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
DOI: 10.1142/9789811215636_0030