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Layer-Wise Data-Free CNN Compression

Nov 18, 2020
Maxwell Horton, Yanzi Jin, Ali Farhadi, Mohammad Rastegari


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What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions

Oct 16, 2020
Kiana Ehsani, Daniel Gordon, Thomas Nguyen, Roozbeh Mottaghi, Ali Farhadi


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A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

Jul 09, 2020
Unnat Jain, Luca Weihs, Eric Kolve, Ali Farhadi, Svetlana Lazebnik, Aniruddha Kembhavi, Alexander Schwing

* Accepted to ECCV 2020 (spotlight); Project page: https://unnat.github.io/cordial-sync 

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In the Wild: From ML Models to Pragmatic ML Systems

Jul 06, 2020
Matthew Wallingford, Aditya Kusupati, Keivan Alizadeh-Vahid, Aaron Walsman, Aniruddha Kembhavi, Ali Farhadi

* 16 pages, 6 figures, Code is available at https://github.com/RAIVNLab/InTheWild 

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Supermasks in Superposition

Jun 30, 2020
Mitchell Wortsman, Vivek Ramanujan, Rosanne Liu, Aniruddha Kembhavi, Mohammad Rastegari, Jason Yosinski, Ali Farhadi


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Probing Text Models for Common Ground with Visual Representations

May 01, 2020
Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi


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Visual Commonsense Graphs: Reasoning about the Dynamic Context of a Still Image

Apr 22, 2020
Jae Sung Park, Chandra Bhagavatula, Roozbeh Mottaghi, Ali Farhadi, Yejin Choi

* Project Website: http://visualcomet.xyz/ 

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RoboTHOR: An Open Simulation-to-Real Embodied AI Platform

Apr 14, 2020
Matt Deitke, Winson Han, Alvaro Herrasti, Aniruddha Kembhavi, Eric Kolve, Roozbeh Mottaghi, Jordi Salvador, Dustin Schwenk, Eli VanderBilt, Matthew Wallingford, Luca Weihs, Mark Yatskar, Ali Farhadi

* CVPR 2020 

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Evaluating Machines by their Real-World Language Use

Apr 07, 2020
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi

* Project page at https://rowanzellers.com/advice 

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Grounded Situation Recognition

Mar 26, 2020
Sarah Pratt, Mark Yatskar, Luca Weihs, Ali Farhadi, Aniruddha Kembhavi


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Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects

Mar 26, 2020
Kiana Ehsani, Shubham Tulsiani, Saurabh Gupta, Ali Farhadi, Abhinav Gupta

* CVPR 2020 -- (Oral presentation) 

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Watching the World Go By: Representation Learning from Unlabeled Videos

Mar 18, 2020
Daniel Gordon, Kiana Ehsani, Dieter Fox, Ali Farhadi


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Soft Threshold Weight Reparameterization for Learnable Sparsity

Mar 11, 2020
Aditya Kusupati, Vivek Ramanujan, Raghav Somani, Mitchell Wortsman, Prateek Jain, Sham Kakade, Ali Farhadi

* 17 pages, 9 figures 

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Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Feb 15, 2020
Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Ali Farhadi, Hannaneh Hajishirzi, Noah Smith


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Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game

Dec 18, 2019
Luca Weihs, Aniruddha Kembhavi, Winson Han, Alvaro Herrasti, Eric Kolve, Dustin Schwenk, Roozbeh Mottaghi, Ali Farhadi

* Minor author affiliation update 

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Visual Reaction: Learning to Play Catch with Your Drone

Dec 04, 2019
Kuo-Hao Zeng, Roozbeh Mottaghi, Luca Weihs, Ali Farhadi

* 8 pages, 6 figures 

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What's Hidden in a Randomly Weighted Neural Network?

Nov 29, 2019
Vivek Ramanujan, Mitchell Wortsman, Aniruddha Kembhavi, Ali Farhadi, Mohammad Rastegari


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Conditional Driving from Natural Language Instructions

Oct 16, 2019
Junha Roh, Chris Paxton, Andrzej Pronobis, Ali Farhadi, Dieter Fox

* Accepted by the 3rd Conference on Robot Learning, Osaka, Japan (CoRL 2019) 

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Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index

Jun 14, 2019
Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* ACL 2019; Code & demo available at https://nlp.cs.washington.edu/denspi/ ; Added comparison to Weaver (Raison et al., 2018) 

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Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Jun 05, 2019
Keivan Alizadeh, Ali Farhadi, Mohammad Rastegari


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Discovering Neural Wirings

Jun 03, 2019
Mitchell Wortsman, Ali Farhadi, Mohammad Rastegari


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OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

May 31, 2019
Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

* CVPR 2019 

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Defending Against Neural Fake News

May 29, 2019
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi

* https://rowanzellers.com/grover 

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HellaSwag: Can a Machine Really Finish Your Sentence?

May 19, 2019
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi

* ACL 2019. Project page at https://rowanzellers.com/hellaswag 

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Two Body Problem: Collaborative Visual Task Completion

Apr 11, 2019
Unnat Jain, Luca Weihs, Eric Kolve, Mohammad Rastegari, Svetlana Lazebnik, Ali Farhadi, Alexander Schwing, Aniruddha Kembhavi

* Accepted to CVPR 2019 

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Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph

Mar 27, 2019
Yao-Hung Hubert Tsai, Santosh Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi

* CVPR 2019. Supplementary included. Fixing a small typo 

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