| 51 |
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
Pin-Yu Chen, Yash Sharma, ... (+3 more)
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stat.ML
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674 |
8 years ago |
| 52 |
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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math.OC
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664 |
7 years ago |
| 53 |
Going Deeper With Directly-Trained Larger Spiking Neural Networks
Hanle Zheng, Yujie Wu, ... (+3 more)
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cs.NE
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662 |
5 years ago |
| 54 |
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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👻
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cs.SI
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647 |
9 years ago |
| 55 |
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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cs.AI
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645 |
8 years ago |
| 56 |
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
Sheng Shen, Zhen Dong, ... (+6 more)
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cs.CL
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641 |
6 years ago |
| 57 |
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets
Liping Li, Wei Xu, ... (+3 more)
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cs.LG
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638 |
7 years ago |
| 58 |
Playing FPS Games with Deep Reinforcement Learning
Guillaume Lample, Devendra Singh Chaplot
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👻
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cs.AI
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622 |
9 years ago |
| 59 |
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Simon Meister, Junhwa Hur, Stefan Roth
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cs.CV
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616 |
8 years ago |
| 60 |
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach
Lei Chen, Le Wu, ... (+3 more)
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📜
Death by README
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cs.IR
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609 |
6 years ago |
| 61 |
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons
Byeongho Heo, Minsik Lee, ... (+2 more)
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cs.LG
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593 |
7 years ago |
| 62 |
A Knowledge-Grounded Neural Conversation Model
Marjan Ghazvininejad, Chris Brockett, ... (+5 more)
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cs.CL
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584 |
9 years ago |
| 63 |
Text Matching as Image Recognition
Liang Pang, Yanyan Lan, ... (+4 more)
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cs.CL
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574 |
10 years ago |
| 64 |
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
Quanzeng You, Jiebo Luo, ... (+2 more)
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cs.CV
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573 |
10 years ago |
| 65 |
Gradient Harmonized Single-stage Detector
Buyu Li, Yu Liu, Xiaogang Wang
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👻
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cs.CV
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571 |
7 years ago |
| 66 |
Sequence-to-point learning with neural networks for nonintrusive load monitoring
Chaoyun Zhang, Mingjun Zhong, ... (+3 more)
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stat.AP
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570 |
9 years ago |
| 67 |
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language
Songyang Zhang, Houwen Peng, ... (+2 more)
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cs.CV
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556 |
6 years ago |
| 68 |
Multi-attention Recurrent Network for Human Communication Comprehension
Amir Zadeh, Paul Pu Liang, ... (+4 more)
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cs.AI
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547 |
8 years ago |
| 69 |
Variational Reasoning for Question Answering with Knowledge Graph
Yuyu Zhang, Hanjun Dai, ... (+3 more)
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cs.LG
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542 |
8 years ago |
| 70 |
Online Multi-Target Tracking Using Recurrent Neural Networks
Anton Milan, Seyed Hamid Rezatofighi, ... (+3 more)
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cs.CV
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533 |
10 years ago |
| 71 |
Style Transfer in Text: Exploration and Evaluation
Zhenxin Fu, Xiaoye Tan, ... (+3 more)
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cs.CL
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530 |
8 years ago |
| 72 |
Large-scale Multi-view Subspace Clustering in Linear Time
Zhao Kang, Wangtao Zhou, ... (+4 more)
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cs.LG
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527 |
6 years ago |
| 73 |
Selective Experience Replay for Lifelong Learning
David Isele, Akansel Cosgun
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👻
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cs.AI
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520 |
8 years ago |
| 74 |
Long Text Generation via Adversarial Training with Leaked Information
Jiaxian Guo, Sidi Lu, ... (+4 more)
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cs.CL
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520 |
8 years ago |
| 75 |
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Hai Pham, Paul Pu Liang, ... (+3 more)
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🌅
Old Age
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cs.LG
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504 |
7 years ago |
| 76 |
Structured Inference Networks for Nonlinear State Space Models
Rahul G. Krishnan, Uri Shalit, David Sontag
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stat.ML
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503 |
9 years ago |
| 77 |
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images
Denis Yarats, Amy Zhang, ... (+4 more)
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cs.LG
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499 |
6 years ago |
| 78 |
Attend and Diagnose: Clinical Time Series Analysis using Attention Models
Huan Song, Deepta Rajan, ... (+2 more)
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stat.ML
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499 |
8 years ago |
| 79 |
Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos
Vincent Casser, Soeren Pirk, ... (+2 more)
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cs.CV
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494 |
7 years ago |
| 80 |
Adversarial Domain Adaptation with Domain Mixup
Minghao Xu, Jian Zhang, ... (+5 more)
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cs.CV
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487 |
6 years ago |
| 81 |
Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward
Kaiyang Zhou, Yu Qiao, Tao Xiang
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cs.CV
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486 |
8 years ago |
| 82 |
Talking Face Generation by Adversarially Disentangled Audio-Visual Representation
Hang Zhou, Yu Liu, ... (+3 more)
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cs.CV
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478 |
7 years ago |
| 83 |
A Riemannian Network for SPD Matrix Learning
Zhiwu Huang, Luc Van Gool
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cs.CV
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465 |
9 years ago |
| 84 |
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
Yansen Wang, Ying Shen, ... (+4 more)
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cs.CL
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463 |
7 years ago |
| 85 |
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
Zhanqiu Zhang, Jianyu Cai, ... (+2 more)
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cs.LG
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455 |
6 years ago |
| 86 |
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction
Chen-Hsuan Lin, Chen Kong, Simon Lucey
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👻
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cs.CV
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452 |
8 years ago |
| 87 |
Plan-And-Write: Towards Better Automatic Storytelling
Lili Yao, Nanyun Peng, ... (+4 more)
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cs.CL
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450 |
7 years ago |
| 88 |
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents
Yuexin Ma, Xinge Zhu, ... (+4 more)
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cs.CV
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447 |
7 years ago |
| 89 |
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping
Michael Xie, Neal Jean, ... (+3 more)
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cs.CV
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445 |
10 years ago |
| 90 |
On the Tractability of SHAP Explanations
Guy Van den Broeck, Anton Lykov, ... (+2 more)
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cs.AI
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436 |
5 years ago |
| 91 |
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks
Chun-Chen Tu, Paishun Ting, ... (+6 more)
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cs.CV
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436 |
8 years ago |
| 92 |
Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
Hui Li, Peng Wang, ... (+2 more)
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cs.CV
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415 |
7 years ago |
| 93 |
Character-Level Language Modeling with Deeper Self-Attention
Rami Al-Rfou, Dokook Choe, ... (+3 more)
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cs.CL
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412 |
7 years ago |
| 94 |
Diachronic Embedding for Temporal Knowledge Graph Completion
Rishab Goel, Seyed Mehran Kazemi, ... (+2 more)
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cs.LG
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410 |
6 years ago |
| 95 |
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph
Fei Yu, Jiji Tang, ... (+5 more)
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cs.CV
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406 |
5 years ago |
| 96 |
FedALA: Adaptive Local Aggregation for Personalized Federated Learning
Jianqing Zhang, Yang Hua, ... (+5 more)
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cs.LG
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400 |
3 years ago |
| 97 |
TANet: Robust 3D Object Detection from Point Clouds with Triple Attention
Zhe Liu, Xin Zhao, ... (+4 more)
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cs.CV
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399 |
6 years ago |
| 98 |
Explainable Reinforcement Learning Through a Causal Lens
Prashan Madumal, Tim Miller, ... (+2 more)
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cs.LG
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398 |
7 years ago |
| 99 |
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis
Zhongkai Sun, Prathusha Sarma, ... (+2 more)
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cs.LG
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397 |
6 years ago |
| 100 |
A Deep Hierarchical Approach to Lifelong Learning in Minecraft
Chen Tessler, Shahar Givony, ... (+3 more)
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cs.AI
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396 |
10 years ago |