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Neural Ordinary Differential Equations
Ricky T. Q. Chen and Yulia Rubanova and Jesse Bettencourt and David Duvenaud
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 17 hours ago
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Do Deep Generative Models Know What They Don't Know?
Eric Nalisnick and Akihiro Matsukawa and Yee Whye Teh and Dilan Gorur and Balaji Lakshminarayanan
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by ameroyer 3 days ago
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Learning Confidence for Out-of-Distribution Detection in Neural Networks
Terrance DeVries and Graham W. Taylor
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by elbaro 6 days ago
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Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
Shiyu Liang and Yixuan Li and R. Srikant
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by elbaro 6 days ago
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On Calibration of Modern Neural Networks
Chuan Guo and Geoff Pleiss and Yu Sun and Kilian Q. Weinberger
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by elbaro 6 days ago
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Learning Latent Dynamics for Planning from Pixels
Danijar Hafner and Timothy Lillicrap and Ian Fischer and Ruben Villegas and David Ha and Honglak Lee and James Davidson
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 1 week ago
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Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning
Supasorn Suwajanakorn and Noah Snavely and Jonathan Tompson and Mohammad Norouzi
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, stat.ML

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Summary by Krishna Murthy 1 week ago
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Summary by ameroyer 1 week ago
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Visualizing the Loss Landscape of Neural Nets
Hao Li and Zheng Xu and Gavin Taylor and Christoph Studer and Tom Goldstein
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by daisukelab 1 week ago
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TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals
Jiyang Gao and Zhenheng Yang and Chen Sun and Kan Chen and Ram Nevatia
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 1 week ago
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Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs
Zheng Shou and Dongang Wang and Shih-Fu Chang
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 1 week ago
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BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
Tianwei Lin and Xu Zhao and Haisheng Su and Chongjing Wang and Ming Yang
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 1 week ago
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Gradient Reversal Against Discrimination
Edward Raff and Jared Sylvester
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG

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Summary by ameroyer 1 week ago
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End-to-end Learning of Action Detection from Frame Glimpses in Videos
Serena Yeung and Olga Russakovsky and Greg Mori and Li Fei-Fei
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.CV, cs.LG

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Summary by shiyu 1 week ago
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Temporal Action Detection with Structured Segment Networks
Yue Zhao and Yuanjun Xiong and Limin Wang and Zhirong Wu and Xiaoou Tang and Dahua Lin
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 1 week ago
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Relational Forward Models for Multi-Agent Learning
Andrea Tacchetti and H. Francis Song and Pedro A. M. Mediano and Vinicius Zambaldi and Neil C. Rabinowitz and Thore Graepel and Matthew Botvinick and Peter W. Battaglia
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.MA, stat.ML

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Summary by CodyWild 2 weeks ago
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One pixel attack for fooling deep neural networks
Jiawei Su and Danilo Vasconcellos Vargas and Sakurai Kouichi
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by ANIRUDH NJ 2 weeks ago
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FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff and Dmitry Kalenichenko and James Philbin
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.CV

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Summary by ANIRUDH NJ 2 weeks ago
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Intriguing properties of neural networks
Christian Szegedy and Wojciech Zaremba and Ilya Sutskever and Joan Bruna and Dumitru Erhan and Ian Goodfellow and Rob Fergus
arXiv e-Print archive - 2013 via Local arXiv
Keywords: cs.CV, cs.LG, cs.NE

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Summary by ANIRUDH NJ 2 weeks ago
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Learning to Learn without Forgetting By Maximizing Transfer and Minimizing Interference
Matthew Riemer and Ignacio Cases and Robert Ajemian and Miao Liu and Irina Rish and Yuhai Tu and Gerald Tesauro
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 2 weeks ago
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