CodyWild

sciscore: 2.841




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Summary by CodyWild 2 days ago
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Summary by CodyWild 4 days ago
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Summary by CodyWild 5 days ago
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Summary by CodyWild 6 days ago
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Summary by CodyWild 1 week ago
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Summary by CodyWild 1 week ago
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Summary by CodyWild 1 week ago
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Summary by CodyWild 1 week ago
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Summary by CodyWild 5 months ago
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Explaining Image Classifiers by Counterfactual Generation
Chun-Hao Chang and Elliot Creager and Anna Goldenberg and David Duvenaud
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Meta-Learning Update Rules for Unsupervised Representation Learning
Luke Metz and Niru Maheswaranathan and Brian Cheung and Jascha Sohl-Dickstein
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.NE, stat.ML

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Summary by CodyWild 5 months ago
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Elena Voita and David Talbot and Fedor Moiseev and Rico Sennrich and Ivan Titov
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 5 months ago
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Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Egor Zakharov and Aliaksandra Shysheya and Egor Burkov and Victor Lempitsky
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CV, cs.GR, cs.LG

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Summary by CodyWild 5 months ago
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HellaSwag: Can a Machine Really Finish Your Sentence?
Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Decoupled Weight Decay Regularization
Ilya Loshchilov and Frank Hutter
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.NE, math.OC

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Summary by CodyWild 5 months ago
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Meta-learners' learning dynamics are unlike learners'
Neil C. Rabinowitz
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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S$^\mathbf{4}$L: Self-Supervised Semi-Supervised Learning
Xiaohua Zhai and Avital Oliver and Alexander Kolesnikov and Lucas Beyer
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CV, cs.LG

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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 5 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months ago
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Summary by CodyWild 6 months 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 11 months ago
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Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search
Lars Buesing and Theophane Weber and Yori Zwols and Sebastien Racaniere and Arthur Guez and Jean-Baptiste Lespiau and Nicolas Heess
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 11 months ago
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AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
Tao Xu and Pengchuan Zhang and Qiuyuan Huang and Han Zhang and Zhe Gan and Xiaolei Huang and Xiaodong He
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 11 months ago
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An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
Rosanne Liu and Joel Lehman and Piero Molino and Felipe Petroski Such and Eric Frank and Alex Sergeev and Jason Yosinski
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, stat.ML

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Summary by CodyWild 11 months 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 CodyWild 11 months ago
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On the Intriguing Connections of Regularization, Input Gradients and Transferability of Evasion and Poisoning Attacks
Ambra Demontis and Marco Melis and Maura Pintor and Matthew Jagielski and Battista Biggio and Alina Oprea and Cristina Nita-Rotaru and Fabio Roli
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML, 68T10, 68T45

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Summary by CodyWild 11 months ago
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Adversarial Reprogramming of Neural Networks
Gamaleldin F. Elsayed and Ian Goodfellow and Jascha Sohl-Dickstein
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV, stat.ML

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Summary by CodyWild 11 months ago
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Learning Plannable Representations with Causal InfoGAN
Thanard Kurutach and Aviv Tamar and Ge Yang and Stuart Russell and Pieter Abbeel
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.NE, cs.RO, stat.ML

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Summary by CodyWild 11 months ago
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Intrinsic Social Motivation via Causal Influence in Multi-Agent RL
Natasha Jaques and Angeliki Lazaridou and Edward Hughes and Caglar Gulcehre and Pedro A. Ortega and DJ Strouse and Joel Z. Leibo and Nando de Freitas
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.MA, stat.ML

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Summary by CodyWild 11 months ago
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Emergence of Grounded Compositional Language in Multi-Agent Populations
Igor Mordatch and Pieter Abbeel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.CL

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Summary by CodyWild 11 months ago
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Model-Based Active Exploration
Pranav Shyam and Wojciech Jaśkowski and Faustino Gomez
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.IT, cs.NE, math.IT, stat.ML

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Summary by CodyWild 11 months ago
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Episodic Curiosity through Reachability
Nikolay Savinov and Anton Raichuk and Raphaël Marinier and Damien Vincent and Marc Pollefeys and Timothy Lillicrap and Sylvain Gelly
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

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Summary by CodyWild 11 months ago
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Large-Scale Study of Curiosity-Driven Learning
Yuri Burda and Harri Edwards and Deepak Pathak and Amos Storkey and Trevor Darrell and Alexei A. Efros
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

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Summary by CodyWild 11 months ago
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Multi-task Deep Reinforcement Learning with PopArt
Matteo Hessel and Hubert Soyer and Lasse Espeholt and Wojciech Czarnecki and Simon Schmitt and Hado van Hasselt
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 11 months ago
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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Lasse Espeholt and Hubert Soyer and Remi Munos and Karen Simonyan and Volodymir Mnih and Tom Ward and Yotam Doron and Vlad Firoiu and Tim Harley and Iain Dunning and Shane Legg and Koray Kavukcuoglu
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 11 months ago
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Language GANs Falling Short
Massimo Caccia and Lucas Caccia and William Fedus and Hugo Larochelle and Joelle Pineau and Laurent Charlin
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by CodyWild 1 year ago
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SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
Lantao Yu and Weinan Zhang and Jun Wang and Yong Yu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 1 year ago
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On the Evaluation of Common-Sense Reasoning in Natural Language Understanding
Paul Trichelair and Ali Emami and Jackie Chi Kit Cheung and Adam Trischler and Kaheer Suleman and Fernando Diaz
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CL, stat.ML

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Summary by CodyWild 1 year ago
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Trellis Networks for Sequence Modeling
Shaojie Bai and J. Zico Kolter and Vladlen Koltun
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CL, stat.ML

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Summary by CodyWild 1 year ago
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Embedding Grammars
David Wingate and William Myers and Nancy Fulda and Tyler Etchart
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 1 year ago
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You May Not Need Attention
Ofir Press and Noah A. Smith
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 1 year ago
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin and Ming-Wei Chang and Kenton Lee and Kristina Toutanova
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 1 year ago
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Unsupervised Learning via Meta-Learning
Kyle Hsu and Sergey Levine and Chelsea Finn
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, stat.ML

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Summary by CodyWild 1 year ago
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Variational Inference with Normalizing Flows
Danilo Jimenez Rezende and Shakir Mohamed
arXiv e-Print archive - 2015 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG, stat.CO, stat.ME

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Summary by CodyWild 1 year ago
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The challenge of realistic music generation: modelling raw audio at scale
Sander Dieleman and Aäron van den Oord and Karen Simonyan
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.SD, cs.LG, eess.AS, stat.ML

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Summary by CodyWild 1 year ago
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Learning with Opponent-Learning Awareness
Jakob N. Foerster and Richard Y. Chen and Maruan Al-Shedivat and Shimon Whiteson and Pieter Abbeel and Igor Mordatch
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.GT

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Summary by CodyWild 1 year ago
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Insights on representational similarity in neural networks with canonical correlation
Ari S. Morcos and Maithra Raghu and Samy Bengio
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.CV, cs.LG, cs.NE

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Summary by CodyWild 1 year ago
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Prototypical Networks for Few-shot Learning
Jake Snell and Kevin Swersky and Richard S. Zemel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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