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Act the Part: Learning Interaction Strategies for Articulated Object Part Discovery

May 03, 2021
Samir Yitzhak Gadre, Kiana Ehsani, Shuran Song

* 16 pages, 16 figures 

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ManipulaTHOR: A Framework for Visual Object Manipulation

Apr 22, 2021
Kiana Ehsani, Winson Han, Alvaro Herrasti, Eli VanderBilt, Luca Weihs, Eric Kolve, Aniruddha Kembhavi, Roozbeh Mottaghi

* CVPR 2021 -- (Oral presentation) 

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Contrasting Contrastive Self-Supervised Representation Learning Models

Mar 25, 2021
Klemen Kotar, Gabriel Ilharco, Ludwig Schmidt, Kiana Ehsani, Roozbeh Mottaghi

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Deconstructing the Structure of Sparse Neural Networks

Nov 30, 2020
Maxwell Van Gelder, Mitchell Wortsman, Kiana Ehsani

* 6 pages, 4 figures, Accepted to ML-Retrospectives, Surveys & Meta-Analyses @ NeurIPS 2020 Workshop 

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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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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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Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Mar 26, 2019
Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

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Who Let The Dogs Out? Modeling Dog Behavior From Visual Data

May 17, 2018
Kiana Ehsani, Hessam Bagherinezhad, Joseph Redmon, Roozbeh Mottaghi, Ali Farhadi

* Accepted to CVPR18 

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SeGAN: Segmenting and Generating the Invisible

May 07, 2018
Kiana Ehsani, Roozbeh Mottaghi, Ali Farhadi

* Accepted to CVPR18 as spotlight 

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