| 1 |
Regularized Evolution for Image Classifier Architecture Search
Esteban Real, Alok Aggarwal, ... (+2 more)
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Ghosted
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cs.NE
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3.2K |
8 years ago |
| 2 |
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 |
| 3 |
Counterfactual Multi-Agent Policy Gradients
Jakob Foerster, Gregory Farquhar, ... (+3 more)
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cs.AI
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2.4K |
9 years ago |
| 4 |
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction
Junbo Zhang, Yu Zheng, Dekang Qi
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👻
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cs.AI
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2.3K |
9 years ago |
| 5 |
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 |
| 6 |
Deep Recurrent Q-Learning for Partially Observable MDPs
Matthew Hausknecht, Peter Stone
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👻
Ghosted
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cs.LG
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1.9K |
10 years ago |
| 7 |
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 |
| 8 |
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 |
| 9 |
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 |
| 10 |
Mitigating Unwanted Biases with Adversarial Learning
Brian Hu Zhang, Blake Lemoine, Margaret Mitchell
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👻
Ghosted
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cs.LG
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1.6K |
8 years ago |
| 11 |
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents
Ramesh Nallapati, Feifei Zhai, Bowen Zhou
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👻
Ghosted
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cs.CL
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1.3K |
9 years ago |
| 12 |
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 |
| 13 |
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 |
| 14 |
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 |
10 years ago |
| 15 |
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 |
| 16 |
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback
Ruining He, Julian McAuley
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👻
Ghosted
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cs.IR
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1.1K |
10 years ago |
| 17 |
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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Ghosted
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cs.CV
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1.0K |
9 years ago |
| 18 |
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 |
| 19 |
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 |
| 20 |
Interpretation of Neural Networks is Fragile
Amirata Ghorbani, Abubakar Abid, James Zou
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👻
Ghosted
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stat.ML
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959 |
8 years ago |
| 21 |
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 |
| 22 |
Multi-Adversarial Domain Adaptation
Zhongyi Pei, Zhangjie Cao, ... (+2 more)
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cs.CV
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932 |
7 years ago |
| 23 |
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 |
| 24 |
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 |
| 25 |
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 |
| 26 |
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
Bryant Chen, Wilka Carvalho, ... (+6 more)
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cs.LG
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896 |
7 years ago |
| 27 |
K-BERT: Enabling Language Representation with Knowledge Graph
Weijie Liu, Peng Zhou, ... (+5 more)
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👻
Ghosted
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cs.CL
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876 |
6 years ago |
| 28 |
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations
Navonil Majumder, Soujanya Poria, ... (+4 more)
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👻
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cs.CL
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867 |
7 years ago |
| 29 |
Memory Fusion Network for Multi-view Sequential Learning
Amir Zadeh, Paul Pu Liang, ... (+4 more)
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👻
Ghosted
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cs.LG
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860 |
8 years ago |
| 30 |
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
Chuxu Zhang, Dongjin Song, ... (+8 more)
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👻
Ghosted
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cs.LG
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851 |
7 years ago |
| 31 |
Measuring Catastrophic Forgetting in Neural Networks
Ronald Kemker, Marc McClure, ... (+3 more)
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👻
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cs.AI
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831 |
8 years ago |
| 32 |
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
Tao Shen, Tianyi Zhou, ... (+4 more)
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👻
Ghosted
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cs.CL
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778 |
8 years ago |
| 33 |
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
Hao Zhou, Minlie Huang, ... (+3 more)
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👻
Ghosted
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cs.CL
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776 |
9 years ago |
| 34 |
Personalized Cross-Silo Federated Learning on Non-IID Data
Yutao Huang, Lingyang Chu, ... (+5 more)
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👻
Ghosted
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cs.LG
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769 |
6 years ago |
| 35 |
Emergence of Grounded Compositional Language in Multi-Agent Populations
Igor Mordatch, Pieter Abbeel
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👻
Ghosted
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cs.AI
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768 |
9 years ago |
| 36 |
Contrastive Clustering
Yunfan Li, Peng Hu, ... (+4 more)
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👻
Ghosted
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cs.LG
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756 |
5 years ago |
| 37 |
Direct Training for Spiking Neural Networks: Faster, Larger, Better
Yujie Wu, Lei Deng, ... (+3 more)
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👻
Ghosted
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cs.NE
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753 |
7 years ago |
| 38 |
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients
Andrew Slavin Ross, Finale Doshi-Velez
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👻
Ghosted
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cs.LG
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725 |
8 years ago |
| 39 |
Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
Tian Bian, Xi Xiao, ... (+5 more)
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👻
Ghosted
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cs.SI
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723 |
6 years ago |
| 40 |
Hidden Trigger Backdoor Attacks
Aniruddha Saha, Akshayvarun Subramanya, Hamed Pirsiavash
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👻
Ghosted
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cs.CV
|
710 |
6 years ago |
| 41 |
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
Chao Shang, Yun Tang, ... (+4 more)
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👻
Ghosted
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cs.AI
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685 |
7 years ago |
| 42 |
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
Pin-Yu Chen, Yash Sharma, ... (+3 more)
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👻
Ghosted
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stat.ML
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674 |
8 years ago |
| 43 |
GraphGAN: Graph Representation Learning with Generative Adversarial Nets
Hongwei Wang, Jia Wang, ... (+6 more)
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👻
Ghosted
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cs.LG
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674 |
8 years ago |
| 44 |
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning
Hao Yu, Sen Yang, Shenghuo Zhu
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👻
Ghosted
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math.OC
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664 |
7 years ago |
| 45 |
Going Deeper With Directly-Trained Larger Spiking Neural Networks
Hanle Zheng, Yujie Wu, ... (+3 more)
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👻
Ghosted
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cs.NE
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662 |
5 years ago |
| 46 |
This Just In: Fake News Packs a Lot in Title, Uses Simpler, Repetitive Content in Text Body, More Similar to Satire than Real News
Benjamin D. Horne, Sibel Adali
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👻
Ghosted
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cs.SI
|
647 |
9 years ago |
| 47 |
Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions
Oscar Li, Hao Liu, ... (+2 more)
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👻
Ghosted
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cs.AI
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645 |
8 years ago |
| 48 |
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
Sheng Shen, Zhen Dong, ... (+6 more)
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👻
Ghosted
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cs.CL
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641 |
6 years ago |
| 49 |
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets
Liping Li, Wei Xu, ... (+3 more)
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👻
Ghosted
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cs.LG
|
638 |
7 years ago |
| 50 |
Playing FPS Games with Deep Reinforcement Learning
Guillaume Lample, Devendra Singh Chaplot
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👻
Ghosted
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cs.AI
|
622 |
9 years ago |