| 1 |
Density estimation using Real NVP
Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio
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Ghosted
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cs.LG
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4.2K |
10 years ago |
| 2 |
Pruning Filters for Efficient ConvNets
Hao Li, Asim Kadav, ... (+3 more)
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cs.CV
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4.0K |
9 years ago |
| 3 |
Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, ... (+2 more)
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cs.LG
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3.5K |
10 years ago |
| 4 |
Adversarial Machine Learning at Scale
Alexey Kurakin, Ian Goodfellow, Samy Bengio
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Ghosted
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cs.CV
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3.3K |
9 years ago |
| 5 |
Ensemble Adversarial Training: Attacks and Defenses
Florian Tramèr, Alexey Kurakin, ... (+4 more)
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stat.ML
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3.0K |
9 years ago |
| 6 |
Learning deep representations by mutual information estimation and maximization
R Devon Hjelm, Alex Fedorov, ... (+5 more)
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stat.ML
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2.9K |
7 years ago |
| 7 |
Temporal Ensembling for Semi-Supervised Learning
Samuli Laine, Timo Aila
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Ghosted
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cs.NE
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2.8K |
9 years ago |
| 8 |
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables
Chris J. Maddison, Andriy Mnih, Yee Whye Teh
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👻
Ghosted
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cs.LG
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2.7K |
9 years ago |
| 9 |
Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, ... (+2 more)
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Ghosted
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cs.LG
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2.7K |
10 years ago |
| 10 |
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, ... (+2 more)
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Ghosted
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cs.LG
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2.6K |
7 years ago |
| 11 |
A Structured Self-attentive Sentence Embedding
Zhouhan Lin, Minwei Feng, ... (+5 more)
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cs.CL
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2.3K |
9 years ago |
| 12 |
Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, ... (+3 more)
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eess.IV
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2.2K |
8 years ago |
| 13 |
Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, Yann LeCun
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👻
Ghosted
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cs.LG
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2.0K |
10 years ago |
| 14 |
Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Johannes Gasteiger, Aleksandar Bojchevski, Stephan Günnemann
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👻
Ghosted
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cs.LG
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1.9K |
7 years ago |
| 15 |
End-to-end Optimized Image Compression
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
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👻
Ghosted
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cs.CV
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1.9K |
9 years ago |
| 16 |
Delving into Transferable Adversarial Examples and Black-box Attacks
Yanpei Liu, Xinyun Chen, ... (+2 more)
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cs.LG
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1.9K |
9 years ago |
| 17 |
Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, ... (+3 more)
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Ghosted
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stat.ML
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1.9K |
8 years ago |
| 18 |
Adversarial Feature Learning
Jeff Donahue, Philipp Krähenbühl, Trevor Darrell
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Ghosted
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cs.LG
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1.9K |
10 years ago |
| 19 |
HyperNetworks
David Ha, Andrew Dai, Quoc V. Le
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👻
Ghosted
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cs.LG
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1.8K |
9 years ago |
| 20 |
Neural Combinatorial Optimization with Reinforcement Learning
Irwan Bello, Hieu Pham, ... (+3 more)
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cs.AI
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1.7K |
9 years ago |
| 21 |
Designing Neural Network Architectures using Reinforcement Learning
Bowen Baker, Otkrist Gupta, ... (+2 more)
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cs.LG
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1.5K |
9 years ago |
| 22 |
Lifelong Learning with Dynamically Expandable Networks
Jaehong Yoon, Eunho Yang, ... (+2 more)
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Ghosted
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cs.LG
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1.4K |
8 years ago |
| 23 |
Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Simon S. Du, Xiyu Zhai, ... (+2 more)
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Ghosted
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cs.LG
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1.3K |
7 years ago |
| 24 |
Reinforcement Learning with Unsupervised Auxiliary Tasks
Max Jaderberg, Volodymyr Mnih, ... (+5 more)
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cs.LG
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1.3K |
9 years ago |
| 25 |
A Learned Representation For Artistic Style
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
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👻
Ghosted
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cs.CV
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1.2K |
9 years ago |
| 26 |
Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra, George Tucker, ... (+3 more)
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cs.NE
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1.2K |
9 years ago |
| 27 |
Diversity is All You Need: Learning Skills without a Reward Function
Benjamin Eysenbach, Abhishek Gupta, ... (+2 more)
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cs.AI
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1.2K |
8 years ago |
| 28 |
Local SGD Converges Fast and Communicates Little
Sebastian U. Stich
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Ghosted
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math.OC
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1.2K |
8 years ago |
| 29 |
Deep Neural Networks as Gaussian Processes
Jaehoon Lee, Yasaman Bahri, ... (+4 more)
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Ghosted
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stat.ML
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1.2K |
8 years ago |
| 30 |
A note on the evaluation of generative models
Lucas Theis, Aäron van den Oord, Matthias Bethge
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Ghosted
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stat.ML
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1.2K |
10 years ago |
| 31 |
Learning to Diagnose with LSTM Recurrent Neural Networks
Zachary C. Lipton, David C. Kale, ... (+2 more)
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cs.LG
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1.2K |
10 years ago |
| 32 |
Data Augmentation Generative Adversarial Networks
Antreas Antoniou, Amos Storkey, Harrison Edwards
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👻
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stat.ML
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1.2K |
8 years ago |
| 33 |
Energy-based Generative Adversarial Network
Junbo Zhao, Michael Mathieu, Yann LeCun
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👻
Ghosted
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cs.LG
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1.1K |
9 years ago |
| 34 |
Wasserstein Auto-Encoders
Ilya Tolstikhin, Olivier Bousquet, ... (+2 more)
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stat.ML
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1.1K |
8 years ago |
| 35 |
Don't Decay the Learning Rate, Increase the Batch Size
Samuel L. Smith, Pieter-Jan Kindermans, ... (+2 more)
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cs.LG
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1.1K |
8 years ago |
| 36 |
Mastering Atari with Discrete World Models
Danijar Hafner, Timothy Lillicrap, ... (+2 more)
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cs.LG
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1.1K |
5 years ago |
| 37 |
Unrolled Generative Adversarial Networks
Luke Metz, Ben Poole, ... (+2 more)
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cs.LG
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1.1K |
9 years ago |
| 38 |
Composition-based Multi-Relational Graph Convolutional Networks
Shikhar Vashishth, Soumya Sanyal, ... (+2 more)
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👻
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cs.LG
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1.1K |
6 years ago |
| 39 |
FractalNet: Ultra-Deep Neural Networks without Residuals
Gustav Larsson, Michael Maire, Gregory Shakhnarovich
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Ghosted
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cs.CV
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1.0K |
10 years ago |
| 40 |
On Detecting Adversarial Perturbations
Jan Hendrik Metzen, Tim Genewein, ... (+2 more)
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stat.ML
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1.0K |
9 years ago |
| 41 |
Particular object retrieval with integral max-pooling of CNN activations
Giorgos Tolias, Ronan Sicre, Hervé Jégou
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👻
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cs.CV
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1.0K |
10 years ago |
| 42 |
Order Matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
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👻
Ghosted
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stat.ML
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1.0K |
10 years ago |
| 43 |
Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, ... (+3 more)
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👻
Ghosted
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cs.CL
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997 |
6 years ago |
| 44 |
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
Will Grathwohl, Ricky T. Q. Chen, ... (+3 more)
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👻
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cs.LG
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992 |
7 years ago |
| 45 |
Noisy Networks for Exploration
Meire Fortunato, Mohammad Gheshlaghi Azar, ... (+10 more)
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👻
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cs.LG
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981 |
9 years ago |
| 46 |
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
Fan-Yun Sun, Jordan Hoffmann, ... (+2 more)
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👻
Ghosted
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cs.LG
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979 |
6 years ago |
| 47 |
Deep Complex Networks
Chiheb Trabelsi, Olexa Bilaniuk, ... (+8 more)
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👻
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cs.NE
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960 |
9 years ago |
| 48 |
Hierarchical Representations for Efficient Architecture Search
Hanxiao Liu, Karen Simonyan, ... (+3 more)
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👻
Ghosted
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cs.LG
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949 |
8 years ago |
| 49 |
Learning to Navigate in Complex Environments
Piotr Mirowski, Razvan Pascanu, ... (+10 more)
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👻
Ghosted
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cs.AI
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935 |
9 years ago |
| 50 |
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
Yong-Deok Kim, Eunhyeok Park, ... (+4 more)
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👻
Ghosted
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cs.CV
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933 |
10 years ago |