| 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 |
Federated Learning: Strategies for Improving Communication Efficiency
Jakub Konečný, H. Brendan McMahan, ... (+4 more)
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cs.LG
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5.2K |
9 years ago |
| 3 |
In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi, Cliff Young, ... (+73 more)
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cs.AR
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5.1K |
9 years ago |
| 4 |
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
Hoo-Chang Shin, Holger R. Roth, ... (+7 more)
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cs.CV
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4.9K |
10 years ago |
| 5 |
Explanation in Artificial Intelligence: Insights from the Social Sciences
Tim Miller
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cs.AI
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4.9K |
8 years ago |
| 6 |
Equality of Opportunity in Supervised Learning
Moritz Hardt, Eric Price, Nathan Srebro
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cs.LG
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4.9K |
9 years ago |
| 7 |
Membership Inference Attacks against Machine Learning Models
Reza Shokri, Marco Stronati, ... (+2 more)
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cs.CR
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4.9K |
9 years ago |
| 8 |
Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
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stat.ML
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4.7K |
11 years ago |
| 9 |
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
Mohammad Rastegari, Vicente Ordonez, ... (+2 more)
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cs.CV
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4.6K |
10 years ago |
| 10 |
Cooperative Game Theory Approaches for Network Partitioning
Konstantin Avrachenkov, Aleksei Kondratev, Vladimir Mazalov
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Ghosted
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cs.SI
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4.4K |
8 years ago |
| 11 |
Learning Deconvolution Network for Semantic Segmentation
Hyeonwoo Noh, Seunghoon Hong, Bohyung Han
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cs.CV
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4.3K |
11 years ago |
| 12 |
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
Yin Zhou, Oncel Tuzel
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cs.CV
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4.3K |
8 years ago |
| 13 |
PointPillars: Fast Encoders for Object Detection from Point Clouds
Alex H. Lang, Sourabh Vora, ... (+4 more)
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cs.LG
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4.2K |
7 years ago |
| 14 |
The Limitations of Deep Learning in Adversarial Settings
Nicolas Papernot, Patrick McDaniel, ... (+4 more)
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cs.CR
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4.2K |
10 years ago |
| 15 |
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 |
| 16 |
The Mythos of Model Interpretability
Zachary C. Lipton
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cs.LG
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4.1K |
9 years ago |
| 17 |
Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains
Elli Androulaki, Artem Barger, ... (+19 more)
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cs.DC
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4.0K |
8 years ago |
| 18 |
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 |
| 19 |
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
Rex Ying, Ruining He, ... (+4 more)
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cs.IR
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4.0K |
8 years ago |
| 20 |
Intelligent Reflecting Surface Enhanced Wireless Network via Joint Active and Passive Beamforming
Qingqing Wu, Rui Zhang
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cs.IT
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3.8K |
7 years ago |
| 21 |
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems
Walid Saad, Mehdi Bennis, Mingzhe Chen
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cs.IT
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3.8K |
7 years ago |
| 22 |
Deep Learning using Rectified Linear Units (ReLU)
Abien Fred Agarap
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cs.NE
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3.8K |
8 years ago |
| 23 |
Using Deep Learning for Image-Based Plant Disease Detection
Sharada Prasanna Mohanty, David Hughes, Marcel Salathe
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cs.CV
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3.7K |
10 years ago |
| 24 |
Geometric deep learning: going beyond Euclidean data
Michael M. Bronstein, Joan Bruna, ... (+3 more)
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cs.CV
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3.7K |
9 years ago |
| 25 |
End-to-End Training of Deep Visuomotor Policies
Sergey Levine, Chelsea Finn, ... (+2 more)
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cs.LG
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3.7K |
11 years ago |
| 26 |
Optimization Methods for Large-Scale Machine Learning
Léon Bottou, Frank E. Curtis, Jorge Nocedal
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stat.ML
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3.6K |
9 years ago |
| 27 |
Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network
Qingqing Wu, Rui Zhang
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cs.IT
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3.6K |
7 years ago |
| 28 |
Convolutional Networks on Graphs for Learning Molecular Fingerprints
David Duvenaud, Dougal Maclaurin, ... (+5 more)
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cs.LG
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3.6K |
10 years ago |
| 29 |
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 |
| 30 |
Generative Adversarial Imitation Learning
Jonathan Ho, Stefano Ermon
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cs.LG
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3.5K |
9 years ago |
| 31 |
Multi-view Convolutional Neural Networks for 3D Shape Recognition
Hang Su, Subhransu Maji, ... (+2 more)
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cs.CV
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3.5K |
11 years ago |
| 32 |
Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
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stat.ML
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3.4K |
9 years ago |
| 33 |
Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
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stat.ML
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3.4K |
9 years ago |
| 34 |
Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
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cs.NE
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3.4K |
10 years ago |
| 35 |
A Call for Clarity in Reporting BLEU Scores
Matt Post
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cs.CL
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3.3K |
8 years ago |
| 36 |
Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
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stat.ML
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3.3K |
10 years ago |
| 37 |
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 |
| 38 |
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Eddy Ilg, Nikolaus Mayer, ... (+4 more)
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cs.CV
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3.3K |
9 years ago |
| 39 |
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 |
| 40 |
Automatic chemical design using a data-driven continuous representation of molecules
Rafael Gómez-Bombarelli, Jennifer N. Wei, ... (+8 more)
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cs.LG
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3.3K |
9 years ago |
| 41 |
Emergent Abilities of Large Language Models
Jason Wei, Yi Tay, ... (+14 more)
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cs.CL
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3.2K |
3 years ago |
| 42 |
Regularized Evolution for Image Classifier Architecture Search
Esteban Real, Alok Aggarwal, ... (+2 more)
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cs.NE
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3.2K |
8 years ago |
| 43 |
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks
Nicolas Papernot, Patrick McDaniel, ... (+3 more)
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cs.CR
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3.2K |
10 years ago |
| 44 |
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation
Konstantinos Kamnitsas, Christian Ledig, ... (+6 more)
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cs.CV
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3.2K |
10 years ago |
| 45 |
Past, Present, and Future of Simultaneous Localization And Mapping: Towards the Robust-Perception Age
Cesar Cadena, Luca Carlone, ... (+6 more)
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cs.RO
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3.2K |
9 years ago |
| 46 |
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
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cs.CV
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3.2K |
8 years ago |
| 47 |
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
Mehdi Noroozi, Paolo Favaro
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cs.CV
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3.2K |
10 years ago |
| 48 |
Empirical Evaluation of Rectified Activations in Convolutional Network
Bing Xu, Naiyan Wang, ... (+2 more)
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cs.LG
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3.1K |
11 years ago |
| 49 |
Fake News Detection on Social Media: A Data Mining Perspective
Kai Shu, Amy Sliva, ... (+3 more)
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cs.SI
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3.1K |
8 years ago |
| 50 |
Multi-View 3D Object Detection Network for Autonomous Driving
Xiaozhi Chen, Huimin Ma, ... (+3 more)
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cs.CV
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3.1K |
9 years ago |