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Neural-Sim: Learning to Generate Training Data with NeRF


Jul 22, 2022
Yunhao Ge, Harkirat Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet

* ECCV 2022 

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Scaling Novel Object Detection with Weakly Supervised Detection Transformers


Jul 11, 2022
Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi

* CVPR 2022 Workshop on Attention and Transformers in Vision 

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Visual Attention Emerges from Recurrent Sparse Reconstruction


Apr 23, 2022
Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang

* Released code: https://github.com/bfshi/VARS 

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One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning


Mar 15, 2022
Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio Cesar Teodoro Mendes, Abhinav Shrivastava, Yale Song


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Robust Contrastive Learning against Noisy Views


Jan 12, 2022
Ching-Yao Chuang, R Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song


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CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning


Jun 25, 2021
Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor


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Contrastive Learning of Global and Local Audio-Visual Representations


Apr 07, 2021
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song


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DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents


Feb 14, 2021
Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song


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Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning


Jan 26, 2021
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song


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