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Unsupervised Depth Completion with Calibrated Backprojection Layers


Aug 24, 2021
Alex Wong, Stefano Soatto


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ARCH++: Animation-Ready Clothed Human Reconstruction Revisited


Aug 17, 2021
Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung

* Accepted by ICCV 2021 

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Uniform Sampling over Episode Difficulty


Aug 03, 2021
Sébastien M. R. Arnold, Guneet S. Dhillon, Avinash Ravichandran, Stefano Soatto

* In submission 

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SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots


Aug 03, 2021
Alexander Schperberg, Stephanie Tsuei, Stefano Soatto, Dennis Hong

* Accepted to IEEE Robotics and Automation Letters (RA-L) 2021. Pre-print version. The video link of the paper is: https://www.youtube.com/watch?v=EKCCQtN5Z6A 

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Learning Hierarchical Graph Neural Networks for Image Clustering


Jul 17, 2021
Yifan Xing, Tong He, Tianjun Xiao, Yongxin Wang, Yuanjun Xiong, Wei Xia, David Wipf, Zheng Zhang, Stefano Soatto


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Representation Consolidation for Training Expert Students


Jul 16, 2021
Zhizhong Li, Avinash Ravichandran, Charless Fowlkes, Marzia Polito, Rahul Bhotika, Stefano Soatto


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Long Short-Term Transformer for Online Action Detection


Jul 07, 2021
Mingze Xu, Yuanjun Xiong, Hao Chen, Xinyu Li, Wei Xia, Zhuowen Tu, Stefano Soatto

* Technical report 

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Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers


Jun 25, 2021
Stephanie Tsuei, Aditya Golatkar, Stefano Soatto


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Dynamically Grown Generative Adversarial Networks


Jun 16, 2021
Lanlan Liu, Yuting Zhang, Jia Deng, Stefano Soatto

* Accepted to AAAI 2021 

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Harnessing Unrecognizable Faces for Face Recognition


Jun 08, 2021
Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto


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An Adaptive Framework for Learning Unsupervised Depth Completion


Jun 06, 2021
Alex Wong, Xiaohan Fei, Byung-Woo Hong, Stefano Soatto


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Learning Topology from Synthetic Data for Unsupervised Depth Completion


Jun 06, 2021
Alex Wong, Safa Cicek, Stefano Soatto


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Compatibility-aware Heterogeneous Visual Search


May 13, 2021
Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia, Zhuowen Tu, Stefano Soatto

* Accepted at CVPR 2021 

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Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates


May 07, 2021
Yuqing Xie, Yi-an Lai, Yuanjun Xiong, Yi Zhang, Stefano Soatto

* 13 pages, 3 figures, Accepted at ACL 2021 main conference 

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Visual Composite Set Detection Using Part-and-Sum Transformers


May 05, 2021
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto


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Learning Semantic-Aware Dynamics for Video Prediction


Apr 20, 2021
Xinzhu Bei, Yanchao Yang, Stefano Soatto

* Paper accepted at CVPR 2021 

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A linearized framework and a new benchmark for model selection for fine-tuning


Jan 29, 2021
Aditya Deshpande, Alessandro Achille, Avinash Ravichandran, Hao Li, Luca Zancato, Charless Fowlkes, Rahul Bhotika, Stefano Soatto, Pietro Perona

* 14 pages 

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Structured Prediction as Translation between Augmented Natural Languages


Jan 28, 2021
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto


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Revisiting Contrastive Learning for Few-Shot Classification


Jan 26, 2021
Orchid Majumder, Avinash Ravichandran, Subhransu Maji, Marzia Polito, Rahul Bhotika, Stefano Soatto


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Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning


Jan 21, 2021
Zhaowei Cai, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Zhuowen Tu, Stefano Soatto


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Estimating informativeness of samples with Smooth Unique Information


Jan 17, 2021
Hrayr Harutyunyan, Alessandro Achille, Giovanni Paolini, Orchid Majumder, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

* ICLR 2021, 22 pages 

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Mixed-Privacy Forgetting in Deep Networks


Dec 24, 2020
Aditya Golatkar, Alessandro Achille, Avinash Ravichandran, Marzia Polito, Stefano Soatto


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LQF: Linear Quadratic Fine-Tuning


Dec 21, 2020
Alessandro Achille, Aditya Golatkar, Avinash Ravichandran, Marzia Polito, Stefano Soatto


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Positive-Congruent Training: Towards Regression-Free Model Updates


Nov 20, 2020
Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto


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Spectral Embedding of Graph Networks


Sep 30, 2020
Shay Deutsch, Stefano Soatto


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Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations


Sep 21, 2020
Alex Wong, Mukund Mundhra, Stefano Soatto


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Predicting Training Time Without Training


Aug 28, 2020
Luca Zancato, Alessandro Achille, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto


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Time-Supervised Primary Object Segmentation


Aug 16, 2020
Yanchao Yang, Brian Lai, Stefano Soatto


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