| 1 |
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, ... (+2 more)
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cs.CV
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70.4K |
10 years ago |
| 2 |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
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cs.LG
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46.0K |
11 years ago |
| 3 |
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel, Noam Shazeer, ... (+7 more)
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cs.LG
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24.4K |
6 years ago |
| 4 |
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, George Papandreou, ... (+3 more)
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cs.CV
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20.4K |
9 years ago |
| 5 |
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla
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cs.CV
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17.5K |
10 years ago |
| 6 |
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
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cs.LG
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13.8K |
9 years ago |
| 7 |
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Yarin Gal, Zoubin Ghahramani
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stat.ML
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11.0K |
10 years ago |
| 8 |
Domain-Adversarial Training of Neural Networks
Yaroslav Ganin, Evgeniya Ustinova, ... (+6 more)
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stat.ML
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10.8K |
10 years ago |
| 9 |
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, ... (+6 more)
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cs.LG
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10.6K |
11 years ago |
| 10 |
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, ... (+2 more)
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cs.LG
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10.4K |
8 years ago |
| 11 |
Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
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cs.LG
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9.7K |
10 years ago |
| 12 |
Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein, Eric A. Weiss, ... (+2 more)
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cs.LG
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9.2K |
11 years ago |
| 13 |
Wide Residual Networks
Sergey Zagoruyko, Nikos Komodakis
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🌅
Old Age
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cs.CV
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8.7K |
9 years ago |
| 14 |
Neural Message Passing for Quantum Chemistry
Justin Gilmer, Samuel S. Schoenholz, ... (+3 more)
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cs.LG
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8.6K |
8 years ago |
| 15 |
Training data-efficient image transformers & distillation through attention
Hugo Touvron, Matthieu Cord, ... (+4 more)
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cs.CV
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8.5K |
5 years ago |
| 16 |
Trust Region Policy Optimization
John Schulman, Sergey Levine, ... (+3 more)
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cs.LG
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7.6K |
11 years ago |
| 17 |
Axiomatic Attribution for Deep Networks
Mukund Sundararajan, Ankur Taly, Qiqi Yan
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cs.LG
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7.3K |
9 years ago |
| 18 |
On Calibration of Modern Neural Networks
Chuan Guo, Geoff Pleiss, ... (+2 more)
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cs.LG
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7.2K |
8 years ago |
| 19 |
Federated Optimization in Heterogeneous Networks
Tian Li, Anit Kumar Sahu, ... (+4 more)
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cs.LG
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7.0K |
7 years ago |
| 20 |
Addressing Function Approximation Error in Actor-Critic Methods
Scott Fujimoto, Herke van Hoof, David Meger
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cs.AI
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6.4K |
8 years ago |
| 21 |
Robust Speech Recognition via Large-Scale Weak Supervision
Alec Radford, Jong Wook Kim, ... (+4 more)
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eess.AS
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6.1K |
3 years ago |
| 22 |
Learning Transferable Features with Deep Adaptation Networks
Mingsheng Long, Yue Cao, ... (+2 more)
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cs.LG
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5.7K |
11 years ago |
| 23 |
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Zhe Cao, Gines Hidalgo, ... (+3 more)
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cs.CV
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5.3K |
7 years ago |
| 24 |
Learning without Forgetting
Zhizhong Li, Derek Hoiem
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Ghosted
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cs.CV
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5.2K |
9 years ago |
| 25 |
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 |
8 years ago |
| 26 |
Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
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stat.ML
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4.7K |
10 years ago |
| 27 |
Deep High-Resolution Representation Learning for Visual Recognition
Jingdong Wang, Ke Sun, ... (+10 more)
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cs.CV
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4.4K |
6 years ago |
| 28 |
Learning Important Features Through Propagating Activation Differences
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
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cs.CV
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4.4K |
8 years ago |
| 29 |
Dueling Network Architectures for Deep Reinforcement Learning
Ziyu Wang, Tom Schaul, ... (+4 more)
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cs.LG
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4.2K |
10 years ago |
| 30 |
Multimodal Machine Learning: A Survey and Taxonomy
Tadas Baltrušaitis, Chaitanya Ahuja, Louis-Philippe Morency
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cs.LG
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3.7K |
8 years ago |
| 31 |
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 |
10 years ago |
| 32 |
Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, ... (+3 more)
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cs.CL
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3.5K |
8 years ago |
| 33 |
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 |
| 34 |
Complex Embeddings for Simple Link Prediction
Théo Trouillon, Johannes Welbl, ... (+3 more)
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cs.AI
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3.4K |
9 years ago |
| 35 |
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 |
| 36 |
Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
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cs.NE
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3.4K |
9 years ago |
| 37 |
A Call for Clarity in Reporting BLEU Scores
Matt Post
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cs.CL
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3.3K |
7 years ago |
| 38 |
Automatic differentiation in machine learning: a survey
Atilim Gunes Baydin, Barak A. Pearlmutter, ... (+2 more)
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cs.SC
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3.3K |
11 years ago |
| 39 |
Unsupervised Deep Embedding for Clustering Analysis
Junyuan Xie, Ross Girshick, Ali Farhadi
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cs.LG
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3.3K |
10 years ago |
| 40 |
A Survey on Visual Transformer
Kai Han, Yunhe Wang, ... (+11 more)
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cs.CV
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3.2K |
5 years ago |
| 41 |
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 |
| 42 |
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Dario Amodei, Rishita Anubhai, ... (+32 more)
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cs.CL
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3.1K |
10 years ago |
| 43 |
Towards Federated Learning at Scale: System Design
Keith Bonawitz, Hubert Eichner, ... (+12 more)
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cs.LG
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3.0K |
7 years ago |
| 44 |
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning
Takeru Miyato, Shin-ichi Maeda, ... (+2 more)
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stat.ML
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3.0K |
8 years ago |
| 45 |
Efficient Neural Architecture Search via Parameter Sharing
Hieu Pham, Melody Y. Guan, ... (+3 more)
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cs.LG
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2.9K |
8 years ago |
| 46 |
Direct Sparse Odometry
Jakob Engel, Vladlen Koltun, Daniel Cremers
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cs.CV
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2.8K |
9 years ago |
| 47 |
Pixel Recurrent Neural Networks
Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu
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cs.CV
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2.8K |
10 years ago |
| 48 |
An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition
Baoguang Shi, Xiang Bai, Cong Yao
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cs.CV
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2.8K |
10 years ago |
| 49 |
Language Modeling with Gated Convolutional Networks
Yann N. Dauphin, Angela Fan, ... (+2 more)
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cs.CL
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2.7K |
9 years ago |
| 50 |
Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
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cs.LG
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2.7K |
11 years ago |