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.
Interests
Computer vision and machine learning
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Latest Publications
ICML - July 17, 2021
Recovering AES Keys with a Deep Cold Boot Attack
Itamar Zimerman, Eliya Nachmani, 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
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
ICLR - March 10, 2020
Vid2Game: Controllable Characters Extracted from Real-World Videos
Oran Gafni, Lior Wolf, Yaniv Taigman
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
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
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
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
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Wish You Were Here: Context Aware Human Generation
| June 10, 2020