| 101 |
A Baseline for Few-Shot Image Classification
Guneet S. Dhillon, Pratik Chaudhari, ... (+2 more)
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cs.LG
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627 |
6 years ago |
| 102 |
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
Soroush Mehri, Kundan Kumar, ... (+6 more)
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cs.SD
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619 |
9 years ago |
| 103 |
On the Relationship between Self-Attention and Convolutional Layers
Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi
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👻
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cs.LG
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619 |
6 years ago |
| 104 |
Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement Learning
Anusha Nagabandi, Ignasi Clavera, ... (+5 more)
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cs.LG
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618 |
8 years ago |
| 105 |
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One
Will Grathwohl, Kuan-Chieh Wang, ... (+4 more)
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👻
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cs.LG
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618 |
6 years ago |
| 106 |
Compositional Attention Networks for Machine Reasoning
Drew A. Hudson, Christopher D. Manning
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👻
Ghosted
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cs.AI
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610 |
8 years ago |
| 107 |
DeepCoder: Learning to Write Programs
Matej Balog, Alexander L. Gaunt, ... (+3 more)
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cs.LG
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604 |
9 years ago |
| 108 |
Machine Comprehension Using Match-LSTM and Answer Pointer
Shuohang Wang, Jing Jiang
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👻
Ghosted
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cs.CL
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601 |
9 years ago |
| 109 |
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
Melanie Sclar, Yejin Choi, ... (+2 more)
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👻
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cs.CL
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591 |
2 years ago |
| 110 |
Mode Regularized Generative Adversarial Networks
Tong Che, Yanran Li, ... (+3 more)
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cs.LG
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583 |
9 years ago |
| 111 |
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
Beliz Gunel, Jingfei Du, ... (+2 more)
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cs.CL
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580 |
5 years ago |
| 112 |
Order-Embeddings of Images and Language
Ivan Vendrov, Ryan Kiros, ... (+2 more)
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cs.LG
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577 |
10 years ago |
| 113 |
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
Rajarshi Das, Shehzaad Dhuliawala, ... (+6 more)
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cs.CL
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573 |
8 years ago |
| 114 |
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations
Abhishek Kumar, Prasanna Sattigeri, Avinash Balakrishnan
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👻
Ghosted
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cs.LG
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571 |
8 years ago |
| 115 |
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames
Erik Wijmans, Abhishek Kadian, ... (+6 more)
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👻
Ghosted
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cs.CV
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570 |
6 years ago |
| 116 |
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks
Yossi Adi, Einat Kermany, ... (+3 more)
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👻
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cs.CL
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569 |
9 years ago |
| 117 |
Stochastic Variational Video Prediction
Mohammad Babaeizadeh, Chelsea Finn, ... (+3 more)
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👻
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cs.CV
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569 |
8 years ago |
| 118 |
Towards Universal Paraphrastic Sentence Embeddings
John Wieting, Mohit Bansal, ... (+2 more)
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👻
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cs.CL
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568 |
10 years ago |
| 119 |
An efficient framework for learning sentence representations
Lajanugen Logeswaran, Honglak Lee
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👻
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cs.CL
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564 |
8 years ago |
| 120 |
Training GANs with Optimism
Constantinos Daskalakis, Andrew Ilyas, ... (+2 more)
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cs.LG
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563 |
8 years ago |
| 121 |
Spatially Transformed Adversarial Examples
Chaowei Xiao, Jun-Yan Zhu, ... (+4 more)
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👻
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cs.CR
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561 |
8 years ago |
| 122 |
QPLEX: Duplex Dueling Multi-Agent Q-Learning
Jianhao Wang, Zhizhou Ren, ... (+3 more)
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👻
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cs.LG
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561 |
5 years ago |
| 123 |
Steerable CNNs
Taco S. Cohen, Max Welling
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👻
Ghosted
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cs.LG
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557 |
9 years ago |
| 124 |
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu, Hao Peng, ... (+3 more)
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👻
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cs.CL
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557 |
3 years ago |
| 125 |
Hierarchical Multiscale Recurrent Neural Networks
Junyoung Chung, Sungjin Ahn, Yoshua Bengio
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👻
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cs.LG
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553 |
9 years ago |
| 126 |
Offline bilingual word vectors, orthogonal transformations and the inverted softmax
Samuel L. Smith, David H. P. Turban, ... (+2 more)
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👻
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cs.CL
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551 |
9 years ago |
| 127 |
On the State of the Art of Evaluation in Neural Language Models
Gábor Melis, Chris Dyer, Phil Blunsom
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👻
Ghosted
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cs.CL
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551 |
8 years ago |
| 128 |
Invariant and Equivariant Graph Networks
Haggai Maron, Heli Ben-Hamu, ... (+2 more)
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👻
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cs.LG
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547 |
7 years ago |
| 129 |
When and why vision-language models behave like bags-of-words, and what to do about it?
Mert Yuksekgonul, Federico Bianchi, ... (+3 more)
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👻
Ghosted
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cs.CV
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545 |
3 years ago |
| 130 |
Learning Invariant Representations for Reinforcement Learning without Reconstruction
Amy Zhang, Rowan McAllister, ... (+3 more)
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👻
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cs.LG
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544 |
6 years ago |
| 131 |
Maximum a Posteriori Policy Optimisation
Abbas Abdolmaleki, Jost Tobias Springenberg, ... (+4 more)
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👻
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cs.LG
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542 |
8 years ago |
| 132 |
Censoring Representations with an Adversary
Harrison Edwards, Amos Storkey
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👻
Ghosted
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cs.LG
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532 |
10 years ago |
| 133 |
Distributed Distributional Deterministic Policy Gradients
Gabriel Barth-Maron, Matthew W. Hoffman, ... (+7 more)
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👻
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cs.LG
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521 |
8 years ago |
| 134 |
FearNet: Brain-Inspired Model for Incremental Learning
Ronald Kemker, Christopher Kanan
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👻
Ghosted
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cs.LG
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513 |
8 years ago |
| 135 |
Learning Factorized Multimodal Representations
Yao-Hung Hubert Tsai, Paul Pu Liang, ... (+3 more)
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👻
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cs.LG
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510 |
8 years ago |
| 136 |
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
Tsui-Wei Weng, Huan Zhang, ... (+6 more)
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👻
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stat.ML
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505 |
8 years ago |
| 137 |
Gated Multimodal Units for Information Fusion
John Arevalo, Thamar Solorio, ... (+2 more)
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👻
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stat.ML
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500 |
9 years ago |
| 138 |
A Fair Comparison of Graph Neural Networks for Graph Classification
Federico Errica, Marco Podda, ... (+2 more)
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👻
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cs.LG
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498 |
6 years ago |
| 139 |
Unifying distillation and privileged information
David Lopez-Paz, Léon Bottou, ... (+2 more)
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👻
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stat.ML
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496 |
10 years ago |
| 140 |
Measuring the Intrinsic Dimension of Objective Landscapes
Chunyuan Li, Heerad Farkhoor, ... (+2 more)
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👻
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cs.LG
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496 |
8 years ago |
| 141 |
Eureka: Human-Level Reward Design via Coding Large Language Models
Yecheng Jason Ma, William Liang, ... (+7 more)
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👻
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cs.RO
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495 |
2 years ago |
| 142 |
Convolutional neural networks with low-rank regularization
Cheng Tai, Tong Xiao, ... (+3 more)
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👻
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cs.LG
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489 |
10 years ago |
| 143 |
MaskGAN: Better Text Generation via Filling in the______
William Fedus, Ian Goodfellow, Andrew M. Dai
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👻
Ghosted
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stat.ML
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488 |
8 years ago |
| 144 |
Sensitivity and Generalization in Neural Networks: an Empirical Study
Roman Novak, Yasaman Bahri, ... (+3 more)
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👻
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stat.ML
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486 |
8 years ago |
| 145 |
Generating Images from Captions with Attention
Elman Mansimov, Emilio Parisotto, ... (+2 more)
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👻
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cs.LG
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484 |
10 years ago |
| 146 |
Structured Attention Networks
Yoon Kim, Carl Denton, ... (+2 more)
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👻
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cs.CL
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483 |
9 years ago |
| 147 |
Learning a SAT Solver from Single-Bit Supervision
Daniel Selsam, Matthew Lamm, ... (+4 more)
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👻
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cs.AI
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477 |
8 years ago |
| 148 |
Model-Ensemble Trust-Region Policy Optimization
Thanard Kurutach, Ignasi Clavera, ... (+3 more)
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👻
Ghosted
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cs.LG
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477 |
8 years ago |
| 149 |
Neural Photo Editing with Introspective Adversarial Networks
Andrew Brock, Theodore Lim, ... (+2 more)
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👻
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cs.LG
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475 |
9 years ago |
| 150 |
CodeT: Code Generation with Generated Tests
Bei Chen, Fengji Zhang, ... (+5 more)
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👻
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cs.CL
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470 |
3 years ago |