| 1 |
Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
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cs.LG
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5.8K |
9 years ago |
| 2 |
Density estimation using Real NVP
Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio
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cs.LG
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4.2K |
10 years ago |
| 3 |
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 |
| 4 |
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 |
| 5 |
Adversarial Machine Learning at Scale
Alexey Kurakin, Ian Goodfellow, Samy Bengio
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cs.CV
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3.3K |
9 years ago |
| 6 |
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
Nitish Shirish Keskar, Dheevatsa Mudigere, ... (+3 more)
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cs.LG
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3.3K |
9 years ago |
| 7 |
Ensemble Adversarial Training: Attacks and Defenses
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stat.ML
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3.0K |
9 years ago |
| 8 |
Learning deep representations by mutual information estimation and maximization
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stat.ML
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2.9K |
7 years ago |
| 9 |
Temporal Ensembling for Semi-Supervised Learning
Samuli Laine, Timo Aila
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cs.NE
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2.8K |
9 years ago |
| 10 |
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 |
| 11 |
Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, ... (+2 more)
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cs.LG
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2.7K |
10 years ago |
| 12 |
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
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cs.LG
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2.6K |
7 years ago |
| 13 |
A Structured Self-attentive Sentence Embedding
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cs.CL
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2.3K |
9 years ago |
| 14 |
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 |
| 15 |
Deep Variational Information Bottleneck
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cs.LG
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2.0K |
9 years ago |
| 16 |
Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, Yann LeCun
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cs.LG
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2.0K |
10 years ago |
| 17 |
Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Johannes Gasteiger, Aleksandar Bojchevski, Stephan Günnemann
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cs.LG
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1.9K |
7 years ago |
| 18 |
End-to-end Optimized Image Compression
Johannes Ballé, Valero Laparra, Eero P. Simoncelli
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cs.CV
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1.9K |
9 years ago |
| 19 |
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 |
| 20 |
Robustness May Be at Odds with Accuracy
Dimitris Tsipras, Shibani Santurkar, ... (+3 more)
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stat.ML
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1.9K |
8 years ago |
| 21 |
Adversarial Feature Learning
Jeff Donahue, Philipp Krähenbühl, Trevor Darrell
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cs.LG
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1.9K |
10 years ago |
| 22 |
HyperNetworks
David Ha, Andrew Dai, Quoc V. Le
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👻
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cs.LG
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1.8K |
9 years ago |
| 23 |
Word Translation Without Parallel Data
Alexis Conneau, Guillaume Lample, ... (+3 more)
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cs.CL
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1.7K |
8 years ago |
| 24 |
Sequence Level Training with Recurrent Neural Networks
Marc'Aurelio Ranzato, Sumit Chopra, ... (+2 more)
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cs.LG
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1.7K |
10 years ago |
| 25 |
Neural Combinatorial Optimization with Reinforcement Learning
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cs.AI
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1.7K |
9 years ago |
| 26 |
Efficient Lifelong Learning with A-GEM
Arslan Chaudhry, Marc'Aurelio Ranzato, ... (+2 more)
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cs.LG
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1.7K |
7 years ago |
| 27 |
Rethinking the Value of Network Pruning
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cs.LG
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1.6K |
7 years ago |
| 28 |
Countering Adversarial Images using Input Transformations
Chuan Guo, Mayank Rana, ... (+2 more)
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cs.CV
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1.5K |
8 years ago |
| 29 |
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 |
| 30 |
Meta-Learning with Latent Embedding Optimization
Andrei A. Rusu, Dushyant Rao, ... (+5 more)
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cs.LG
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1.5K |
7 years ago |
| 31 |
To prune, or not to prune: exploring the efficacy of pruning for model compression
Michael Zhu, Suyog Gupta
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stat.ML
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1.4K |
8 years ago |
| 32 |
SNIP: Single-shot Network Pruning based on Connection Sensitivity
Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr
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cs.CV
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1.4K |
7 years ago |
| 33 |
Lifelong Learning with Dynamically Expandable Networks
Jaehong Yoon, Eunho Yang, ... (+2 more)
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cs.LG
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1.4K |
8 years ago |
| 34 |
Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Simon S. Du, Xiyu Zhai, ... (+2 more)
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cs.LG
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1.3K |
7 years ago |
| 35 |
Adversarially Learned Inference
Vincent Dumoulin, Ishmael Belghazi, ... (+5 more)
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stat.ML
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1.3K |
10 years ago |
| 36 |
Few-Shot Learning with Graph Neural Networks
Victor Garcia, Joan Bruna
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stat.ML
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1.3K |
8 years ago |
| 37 |
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 |
| 38 |
Learning Sparse Neural Networks through $L_0$ Regularization
Christos Louizos, Max Welling, Diederik P. Kingma
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stat.ML
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1.3K |
8 years ago |
| 39 |
A Learned Representation For Artistic Style
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
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cs.CV
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1.2K |
9 years ago |
| 40 |
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 |
| 41 |
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 |
| 42 |
Large Language Models Are Human-Level Prompt Engineers
Yongchao Zhou, Andrei Ioan Muresanu, ... (+5 more)
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cs.LG
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1.2K |
3 years ago |
| 43 |
Local SGD Converges Fast and Communicates Little
Sebastian U. Stich
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math.OC
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1.2K |
8 years ago |
| 44 |
Deep Neural Networks as Gaussian Processes
Jaehoon Lee, Yasaman Bahri, ... (+4 more)
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stat.ML
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1.2K |
8 years ago |
| 45 |
A note on the evaluation of generative models
Lucas Theis, Aäron van den Oord, Matthias Bethge
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stat.ML
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1.2K |
10 years ago |
| 46 |
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 |
| 47 |
Data Augmentation Generative Adversarial Networks
Antreas Antoniou, Amos Storkey, Harrison Edwards
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stat.ML
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1.2K |
8 years ago |
| 48 |
Energy-based Generative Adversarial Network
Junbo Zhao, Michael Mathieu, Yann LeCun
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👻
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cs.LG
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1.1K |
9 years ago |
| 49 |
Wasserstein Auto-Encoders
Ilya Tolstikhin, Olivier Bousquet, ... (+2 more)
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stat.ML
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1.1K |
8 years ago |
| 50 |
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
Adams Wei Yu, David Dohan, ... (+5 more)
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cs.CL
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1.1K |
8 years ago |