Lior Wolf

Research Scientist

I am a research scientist in the Facebook AI Research (FAIR) Group.  I am also a full professor at the School of Computer Science at Tel-Aviv University. Previously, I was a post-doctoral associate in Prof. Poggio’s lab at MIT and I graduated from the Hebrew University, Jerusalem, where I worked under the supervision of Prof. Shashua. I am an ERC grantee and I have received the ICCV 2001 Marr Prize honorable mention and the best paper awards at ECCV 2000, the post ICCV 2009 workshop on eHeritage, the pre-CVPR2013 workshop on action recognition and ICANN 2016.

My research focuses on computer vision and deep learning and includes topics such as face identification, document analysis, natural language processing, digital paleography and video action recognition.


Computer vision and machine learning

Related Links


Latest Publications

ICML - July 17, 2021

Recovering AES Keys with a Deep Cold Boot Attack

Itamar Zimerman, Eliya Nachmani, Lior Wolf

CVPR - June 18, 2021

Single-Shot Freestyle Dance Reenactment

Oran Gafni, Oron Ashual, Lior Wolf

ICASSP - June 10, 2021

Single Channel Voice Separation for Unknown Number of Speakers Under Reverberant and Noisy Settings

Shlomo E. Chazan, Lior Wolf, Eliya Nachmani, Yossi Adi

NeurIPS - November 30, 2020

On the Modularity of Hypernetworks

Tomer Galanti, Lior Wolf

NeurIPS - November 30, 2020

Generating Correct Answers for Progressive Matrices Intelligence Tests

Niv Pekar, Yaniv Benny, Lior Wolf

ICML - October 1, 2020

Voice Separation with an Unknown Number of Multiple Speakers

Eliya Nachmani, Yossi Adi, Lior Wolf

Interspeech - August 9, 2020

TTS Skins: Speaker Conversion via ASR

Adam Polyak, Lior Wolf, Yaniv Taigman

Interspeech - August 8, 2020

Unsupervised Cross-Domain Singing Voice Conversion

Adam Polyak, Lior Wolf, Yossi Adi, Yaniv Taigman

CVPR - June 13, 2020

Wish You Were Here: Context-Aware Human Generation

Oran Gafni, Lior Wolf

ICASSP - May 3, 2020

A Gated Hypernet Decoder for Polar Codes

Eliya Nachmani, Lior Wolf

ICLR - March 10, 2020

Vid2Game: Controllable Characters Extracted from Real-World Videos

Oran Gafni, Lior Wolf, Yaniv Taigman

NeurIPS - December 11, 2019

Hyper-Graph-Network Decoders for Block Codes

Eliya Nachmani, Lior Wolf

ICCV - October 27, 2019

Live Face De-Identification in Video

Oran Gafni, Lior Wolf, Yaniv Taigman

Interspeech - September 17, 2019

Unsupervised Singing Voice Conversion

Eliya Nachmani, Lior Wolf

ICASSP - May 11, 2019

Unsupervised Polyglot Text-To-Speech

Eliya Nachmani, Lior Wolf

ICLR - May 5, 2019

A Universal Music Translation Network

Noam Mor, Lior Wolf, Adam Polyak, Yaniv Taigman

ICASSP - April 30, 2019

Attention-Based WaveNet Autoencoder for Universal Voice Conversion

Adam Polyak, Lior Wolf

NeurIPS 2018 - December 2, 2018

One-Shot Unsupervised Cross Domain Translation

Sagie Benaim, Lior Wolf

EMNLP 2018 - November 1, 2018

Non-Adversarial Unsupervised Word Translation

Yedid Hoshen, Lior Wolf

ECCV 2018 - September 12, 2018

NAM: Non-Adversarial Unsupervised Domain Mapping

Yedid Hoshen, Lior Wolf

TPAMI: SI: ICCV 2018 - August 13, 2018

Unsupervised Generation of Free-Form and Parameterized Avatars

Adam Polyak, Yaniv Taigman, Lior Wolf

ICML 2018 - July 11, 2018

Fitting New Speakers Based on a Short Untranscribed Sample

Eliya Nachmani, Adam Polyak, Yaniv Taigman, Lior Wolf

CVPR 2018 - June 18, 2018

A Two-Step Disentanglement Method

Naama Hadad, Lior Wolf, Moni Shahar

CVPR 2018 - June 17, 2018

Unsupervised Correlation Analysis

Yedid Hoshen, Lior Wolf

ICLR 2018 - April 30, 2018

Identifying Analogies Across Domains

Yedid Hoshen, Lior Wolf

ICLR 2018 - April 30, 2018

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

Tomer Galanti, Lior Wolf, Sagie Benaim

ICLR 2018 - April 30, 2018

NAM – Unsupervised Cross-Domain Image Mapping without Cycles or GANs

Yedid Hoshen, Lior Wolf

ICLR 2018 - April 30, 2018

VoiceLoop: Voice Fitting and Synthesis via a Phonolgoical Loop

Yaniv Taigman, Lior Wolf, Adam Polyak, Eliya Nachmani

NIPS 2017 - December 4, 2017

One-Sided Unsupervised Domain Mapping

Sagie Benaim, Lior Wolf

ICCV 2017 - October 22, 2017

Unsupervised Creation of Parameterized Avatars

Lior Wolf, Yaniv Taigman, Adam Polyak

ICLR 2017 - April 24, 2017

Unsupervised Cross-Domain Image Generation

Yaniv Taigman, Adam Polyak, Lior Wolf

CVPR 2015 - June 12, 2015

Web-Scale Training for Face Identification

Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf

CVPR - June 24, 2014

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf