NVIDIA Tel-Aviv Lab

NVIDIA Tel-Aviv Lab

Introduction

Welcome to the homepage of the NVIDIA Research Israel AI Lab. Our research spans algorithms, theory and applications of deep learning, with a focus on computer vision and reinforcement learning. We are particularly interested in perception, action, and reasoning (PAR), and their intersection. The lab is led by Professor Gal Chechik. See recent projects and current team members.

News

June 2024

  • 11 papers from our group and collaborators were accepted to ICML 2024! Among these papers you can find a new GNN models, and a new method for aligning neural models. See full list below.
  • 3 papers from our group and collaborators were accepted to ICLR 2024! Among these papers you can find a new GNN based weight-space model. See full list below.

September 2023

July 2023

April 2022

  • The workshop “3D Perception for Autonomous Driving” is accepted to ECCV 2022. Link

Feb 2022

  • The paper “Equivariant Subgraph Aggregation Networks” by Beatrice Bevilacqua, Fabrizio Frasca, Derek Lim, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron, was accepted as a spotlight presentation to ICLR 2022 , PDF.

Dec 2021

  • Shie Mannor was elected as an IEEE Fellow.

Nov 2021

  • Gal presented our work on perception reasoning and action at GTC 2021, Video.
  • Shie presented our work on accelerated tree search with off-plicycorrection at GTC 2021, Video.
  • Gal presented work on federated learning VIDEO

Oct 2021

  • We coorganize the Israeli Geometric deep learning day 2021, Schedule

May 2021

  • The paper “Known unknowns: Learning novel concepts using reasoning-by-elimination” by Harsh Agrawal, Eli A. Meirom, Yuval Atzmon, Shie Mannor, and Gal Chechik was accepted as an oral to UAI 2021 PDF

Apr 2021

  • We coorganize the Israeli Reinforcement Learning day, Schedule

Dec 2020

  • The paper “A causal view of compositional zero-shot recognition” by Y. Atzmon,F. Kreuk, Uri Shalit, G. Chechik, was presented as a NeurIPS spotlight, PDF.

Oct 2020

  • NVIDIA teaches machines to communicate: YNET (Hebrew)

July 2020

May 2020

  • NVIDIA efforts around COVID-19: YNET(Hebrew).

Highlighted Projects

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Publications

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Contact

Our lab is located in Tel-Aviv.

  • Yitzhak Sadeh St 6, Tel-Aviv,
  • Monday-Friday 9:00 to 18:00