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RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression



Yu Gong , Greg Mori , Frederick Tung

* Accepted to ICML 2022 

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Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification



Joao Monteiro , Mohamed Osama Ahmed , Hossein Hajimirsadeghi , Greg Mori

* Accepted to UAI 2022 

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Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space



Steeven Janny , Fabien Baradel , Natalia Neverova , Madiha Nadri , Greg Mori , Christian Wolf


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MUSE: Feature Self-Distillation with Mutual Information and Self-Information



Yu Gong , Ye Yu , Gaurav Mittal , Greg Mori , Mei Chen

* The 32nd British Machine Vision Conference (BMVC 2021) 

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D3D-HOI: Dynamic 3D Human-Object Interactions from Videos



Xiang Xu , Hanbyul Joo , Greg Mori , Manolis Savva


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Continuous Latent Process Flows



Ruizhi Deng , Marcus A. Brubaker , Greg Mori , Andreas M. Lehrmann


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TD-GEN: Graph Generation With Tree Decomposition



Hamed Shirzad , Hossein Hajimirsadeghi , Amir H. Abdi , Greg Mori


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Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation



Mengyao Zhai , Lei Chen , Jiawei He , Megha Nawhal , Frederick Tung , Greg Mori

* Accepted to ECCV 2020 

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Adaptive Appearance Rendering



Mengyao Zhai , Ruizhi Deng , Jiacheng Chen , Lei Chen , Zhiwei Deng , Greg Mori

* Accepted to BMVC 2018. arXiv admin note: substantial text overlap with arXiv:1712.01955 

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Learning Discriminative Prototypes with Dynamic Time Warping



Xiaobin Chang , Frederick Tung , Greg Mori

* CVPR'21 preview, 10 pages, 8 figures 

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