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Learning to Retrieve Videos by Asking Questions



Avinash Madasu , Junier Oliva , Gedas Bertasius


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Interpretable Single-Cell Set Classification with Kernel Mean Embeddings



Siyuan Shan , Vishal Baskaran , Haidong Yi , Jolene Ranek , Natalie Stanley , Junier Oliva

* Codes are avialbe at https://github.com/shansiliu95/CKME 

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Multiscale Score Matching for Out-of-Distribution Detection



Ahsan Mahmood , Junier Oliva , Martin Styner


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Deep Message Passing on Sets



Yifeng Shi , Junier Oliva , Marc Niethammer

* 11 pages, 8 figures 

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Meta-Neighborhoods



Siyuan Shan , Junier Oliva

* 8 pages 

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MolecularRNN: Generating realistic molecular graphs with optimized properties



Mariya Popova , Mykhailo Shvets , Junier Oliva , Olexandr Isayev


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Permutation Invariant Likelihoods and Equivariant Transformations



Chris Bender , Juan Jose Garcia , Kevin O'Connor , Junier Oliva


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A Forest from the Trees: Generation through Neighborhoods



Yang Li , Tianxiang Gao , Junier Oliva


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Bayesian Nonparametric Kernel-Learning



Junier Oliva , Avinava Dubey , Andrew G. Wilson , Barnabas Poczos , Jeff Schneider , Eric P. Xing


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