| 1 |
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
Christian Szegedy, Sergey Ioffe, ... (+2 more)
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cs.CV
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15.2K |
10 years ago |
| 2 |
Deep Reinforcement Learning with Double Q-learning
Hado van Hasselt, Arthur Guez, David Silver
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cs.LG
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8.7K |
10 years ago |
| 3 |
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou, Shanghang Zhang, ... (+5 more)
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cs.LG
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6.5K |
5 years ago |
| 4 |
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 |
| 5 |
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
Robyn Speer, Joshua Chin, Catherine Havasi
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cs.CL
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3.2K |
9 years ago |
| 6 |
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
Jeremy Irvin, Pranav Rajpurkar, ... (+18 more)
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cs.CV
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3.2K |
7 years ago |
| 7 |
FiLM: Visual Reasoning with a General Conditioning Layer
Ethan Perez, Florian Strub, ... (+3 more)
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🌅
Old Age
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cs.CV
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3.0K |
8 years ago |
| 8 |
Convolutional 2D Knowledge Graph Embeddings
Tim Dettmers, Pasquale Minervini, ... (+2 more)
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cs.LG
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2.9K |
8 years ago |
| 9 |
PIQA: Reasoning about Physical Commonsense in Natural Language
Yonatan Bisk, Rowan Zellers, ... (+3 more)
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cs.CL
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2.7K |
6 years ago |
| 10 |
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
Lantao Yu, Weinan Zhang, ... (+2 more)
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cs.LG
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2.5K |
9 years ago |
| 11 |
Rainbow: Combining Improvements in Deep Reinforcement Learning
Matteo Hessel, Joseph Modayil, ... (+8 more)
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cs.AI
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2.5K |
8 years ago |
| 12 |
Counterfactual Multi-Agent Policy Gradients
Jakob Foerster, Gregory Farquhar, ... (+3 more)
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cs.AI
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2.4K |
8 years ago |
| 13 |
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
Junbo Zhang, Yu Zheng, Dekang Qi
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cs.AI
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2.3K |
9 years ago |
| 14 |
Deep Reinforcement Learning that Matters
Peter Henderson, Riashat Islam, ... (+4 more)
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cs.LG
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2.2K |
8 years ago |
| 15 |
Graph Convolutional Networks for Text Classification
Liang Yao, Chengsheng Mao, Yuan Luo
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cs.CL
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2.0K |
7 years ago |
| 16 |
Return of Frustratingly Easy Domain Adaptation
Baochen Sun, Jiashi Feng, Kate Saenko
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cs.CV
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2.0K |
10 years ago |
| 17 |
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks
Christopher Morris, Martin Ritzert, ... (+5 more)
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cs.LG
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1.9K |
7 years ago |
| 18 |
Deep Recurrent Q-Learning for Partially Observable MDPs
Matthew Hausknecht, Peter Stone
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cs.LG
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1.9K |
10 years ago |
| 19 |
Session-based Recommendation with Graph Neural Networks
Shu Wu, Yuyuan Tang, ... (+4 more)
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cs.IR
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1.8K |
7 years ago |
| 20 |
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
Iulian V. Serban, Alessandro Sordoni, ... (+3 more)
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cs.CL
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1.8K |
10 years ago |
| 21 |
Hypergraph Neural Networks
Yifan Feng, Haoxuan You, ... (+3 more)
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cs.LG
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1.8K |
7 years ago |
| 22 |
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing
Xu Qin, Zhilin Wang, ... (+3 more)
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cs.CV
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1.7K |
6 years ago |
| 23 |
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, ... (+2 more)
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cs.CL
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1.7K |
10 years ago |
| 24 |
Learning to Generalize: Meta-Learning for Domain Generalization
Da Li, Yongxin Yang, ... (+2 more)
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cs.LG
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1.7K |
8 years ago |
| 25 |
Mitigating Unwanted Biases with Adversarial Learning
Brian Hu Zhang, Blake Lemoine, Margaret Mitchell
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cs.LG
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1.6K |
8 years ago |
| 26 |
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
Aldo Pareja, Giacomo Domeniconi, ... (+7 more)
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💀
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cs.LG
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1.3K |
7 years ago |
| 27 |
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents
Ramesh Nallapati, Feifei Zhai, Bowen Zhou
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cs.CL
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1.3K |
9 years ago |
| 28 |
Improved Knowledge Distillation via Teacher Assistant
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, ... (+4 more)
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cs.LG
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1.3K |
7 years ago |
| 29 |
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View
Deli Chen, Yankai Lin, ... (+4 more)
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cs.LG
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1.3K |
6 years ago |
| 30 |
Holographic Embeddings of Knowledge Graphs
Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio
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cs.AI
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1.3K |
10 years ago |
| 31 |
Deep Interest Evolution Network for Click-Through Rate Prediction
Guorui Zhou, Na Mou, ... (+6 more)
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stat.ML
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1.2K |
7 years ago |
| 32 |
The Option-Critic Architecture
Pierre-Luc Bacon, Jean Harb, Doina Precup
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cs.AI
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1.2K |
9 years ago |
| 33 |
Spatial As Deep: Spatial CNN for Traffic Scene Understanding
Xingang Pan, Xiaohang Zhan, ... (+4 more)
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cs.CV
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1.1K |
8 years ago |
| 34 |
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
Iulian Vlad Serban, Alessandro Sordoni, ... (+5 more)
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cs.CL
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1.1K |
9 years ago |
| 35 |
Robust Loss Functions under Label Noise for Deep Neural Networks
Aritra Ghosh, Himanshu Kumar, P. S. Sastry
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stat.ML
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1.1K |
8 years ago |
| 36 |
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback
Ruining He, Julian McAuley
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cs.IR
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1.1K |
10 years ago |
| 37 |
Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection
Jiajun Deng, Shaoshuai Shi, ... (+4 more)
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cs.CV
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1.1K |
5 years ago |
| 38 |
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object
Xue Yang, Junchi Yan, ... (+2 more)
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cs.CV
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1.1K |
6 years ago |
| 39 |
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data
Sijie Song, Cuiling Lan, ... (+3 more)
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cs.CV
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1.0K |
9 years ago |
| 40 |
Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods
Dylan Slack, Sophie Hilgard, ... (+3 more)
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cs.LG
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984 |
6 years ago |
| 41 |
Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting
Mengzhang Li, Zhanxing Zhu
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👻
Ghosted
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cs.LG
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982 |
5 years ago |
| 42 |
Towards Automatic Learning of Procedures from Web Instructional Videos
Luowei Zhou, Chenliang Xu, Jason J. Corso
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👻
Ghosted
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cs.CV
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979 |
9 years ago |
| 43 |
Interpretation of Neural Networks is Fragile
Amirata Ghorbani, Abubakar Abid, James Zou
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👻
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stat.ML
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959 |
8 years ago |
| 44 |
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training
Gen Li, Nan Duan, ... (+4 more)
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cs.CV
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952 |
6 years ago |
| 45 |
Multi-Adversarial Domain Adaptation
Zhongyi Pei, Zhangjie Cao, ... (+2 more)
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👻
Ghosted
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cs.CV
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932 |
7 years ago |
| 46 |
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
Wentao Zhu, Cuiling Lan, ... (+5 more)
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Ghosted
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cs.CV
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909 |
10 years ago |
| 47 |
Distributional Reinforcement Learning with Quantile Regression
Will Dabney, Mark Rowland, ... (+2 more)
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cs.AI
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907 |
8 years ago |
| 48 |
TextBoxes: A Fast Text Detector with a Single Deep Neural Network
Minghui Liao, Baoguang Shi, ... (+3 more)
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👻
Ghosted
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cs.CV
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907 |
9 years ago |
| 49 |
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
Bryant Chen, Wilka Carvalho, ... (+6 more)
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👻
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cs.LG
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896 |
7 years ago |
| 50 |
K-BERT: Enabling Language Representation with Knowledge Graph
Weijie Liu, Peng Zhou, ... (+5 more)
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cs.CL
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876 |
6 years ago |