| 701 |
Learning Finite State Representations of Recurrent Policy Networks
Anurag Koul, Sam Greydanus, Alan Fern
|
👻
Ghosted
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cs.LG
|
92 |
7 years ago |
| 702 |
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
Daniel Kunin, Javier Sagastuy-Brena, ... (+3 more)
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👻
Ghosted
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cs.LG
|
92 |
5 years ago |
| 703 |
Multi-view Recurrent Neural Acoustic Word Embeddings
Wanjia He, Weiran Wang, Karen Livescu
|
👻
Ghosted
|
cs.CL
|
91 |
9 years ago |
| 704 |
Large Scale Graph Learning from Smooth Signals
Vassilis Kalofolias, Nathanaël Perraudin
|
👻
Ghosted
|
stat.ML
|
91 |
8 years ago |
| 705 |
Learning Discrete Weights Using the Local Reparameterization Trick
Oran Shayer, Dan Levi, Ethan Fetaya
|
👻
Ghosted
|
cs.LG
|
91 |
8 years ago |
| 706 |
On the loss landscape of a class of deep neural networks with no bad local valleys
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein
|
👻
Ghosted
|
cs.LG
|
91 |
7 years ago |
| 707 |
CoCon: A Self-Supervised Approach for Controlled Text Generation
Alvin Chan, Yew-Soon Ong, ... (+3 more)
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👻
Ghosted
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cs.CL
|
91 |
6 years ago |
| 708 |
On Learning Universal Representations Across Languages
Xiangpeng Wei, Rongxiang Weng, ... (+4 more)
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👻
Ghosted
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cs.CL
|
91 |
5 years ago |
| 709 |
Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions
Scott Reed, Yutian Chen, ... (+6 more)
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👻
Ghosted
|
cs.NE
|
90 |
8 years ago |
| 710 |
FSPool: Learning Set Representations with Featurewise Sort Pooling
Yan Zhang, Jonathon Hare, Adam Prügel-Bennett
|
👻
Ghosted
|
cs.LG
|
90 |
7 years ago |
| 711 |
Understanding Architectures Learnt by Cell-based Neural Architecture Search
Yao Shu, Wei Wang, Shaofeng Cai
|
👻
Ghosted
|
cs.LG
|
90 |
6 years ago |
| 712 |
Learning Accurate Entropy Model with Global Reference for Image Compression
Yichen Qian, Zhiyu Tan, ... (+6 more)
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👻
Ghosted
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eess.IV
|
90 |
5 years ago |
| 713 |
Caveats for information bottleneck in deterministic scenarios
Artemy Kolchinsky, Brendan D. Tracey, Steven Van Kuyk
|
👻
Ghosted
|
stat.ML
|
89 |
7 years ago |
| 714 |
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators
Reinhard Heckel, Mahdi Soltanolkotabi
|
👻
Ghosted
|
cs.LG
|
89 |
6 years ago |
| 715 |
Neural Contextual Bandits with Deep Representation and Shallow Exploration
Pan Xu, Zheng Wen, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
89 |
5 years ago |
| 716 |
Intriguing Properties of Adversarial Examples
Ekin D. Cubuk, Barret Zoph, ... (+2 more)
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👻
Ghosted
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stat.ML
|
88 |
8 years ago |
| 717 |
Active Neural Localization
Devendra Singh Chaplot, Emilio Parisotto, Ruslan Salakhutdinov
|
👻
Ghosted
|
cs.LG
|
88 |
8 years ago |
| 718 |
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech
David Harwath, Wei-Ning Hsu, James Glass
|
👻
Ghosted
|
cs.CL
|
88 |
6 years ago |
| 719 |
MixKD: Towards Efficient Distillation of Large-scale Language Models
Kevin J Liang, Weituo Hao, ... (+5 more)
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👻
Ghosted
|
cs.CL
|
88 |
5 years ago |
| 720 |
Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee, Youngjae Yu, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
88 |
5 years ago |
| 721 |
Explaining The Efficacy of Counterfactually Augmented Data
Divyansh Kaushik, Amrith Setlur, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
87 |
5 years ago |
| 722 |
On the Transfer of Disentangled Representations in Realistic Settings
Andrea Dittadi, Frederik Träuble, ... (+6 more)
|
👻
Ghosted
|
cs.LG
|
87 |
5 years ago |
| 723 |
Byzantine-Resilient Non-Convex Stochastic Gradient Descent
Zeyuan Allen-Zhu, Faeze Ebrahimian, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
87 |
5 years ago |
| 724 |
Human alignment of neural network representations
Lukas Muttenthaler, Jonas Dippel, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
87 |
3 years ago |
| 725 |
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
Han Zhou, Xingchen Wan, ... (+5 more)
|
👻
Ghosted
|
cs.CL
|
87 |
2 years ago |
| 726 |
A Test of Relative Similarity For Model Selection in Generative Models
Wacha Bounliphone, Eugene Belilovsky, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
86 |
10 years ago |
| 727 |
Better Computer Go Player with Neural Network and Long-term Prediction
Yuandong Tian, Yan Zhu
|
👻
Ghosted
|
cs.LG
|
86 |
10 years ago |
| 728 |
HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving
Cezary Kaliszyk, François Chollet, Christian Szegedy
|
👻
Ghosted
|
cs.AI
|
86 |
9 years ago |
| 729 |
Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus
Gang Li, Yang Li
|
👻
Ghosted
|
cs.CV
|
86 |
3 years ago |
| 730 |
Human Feedback is not Gold Standard
Tom Hosking, Phil Blunsom, Max Bartolo
|
👻
Ghosted
|
cs.CL
|
86 |
2 years ago |
| 731 |
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
Han Guo, Philip Greengard, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
86 |
2 years ago |
| 732 |
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation
Jiafei Duan, Wilbert Pumacay, ... (+8 more)
|
👻
Ghosted
|
cs.RO
|
86 |
1 year ago |
| 733 |
Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
Frank S. He, Yang Liu, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
85 |
9 years ago |
| 734 |
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning
Jiachen Yang, Alireza Nakhaei, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
85 |
7 years ago |
| 735 |
Modeling Uncertainty with Hedged Instance Embedding
Seong Joon Oh, Kevin Murphy, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
85 |
7 years ago |
| 736 |
Policy Transfer with Strategy Optimization
Wenhao Yu, C. Karen Liu, Greg Turk
|
👻
Ghosted
|
cs.LG
|
85 |
7 years ago |
| 737 |
Learning to Design RNA
Frederic Runge, Danny Stoll, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
85 |
7 years ago |
| 738 |
Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning
Sanjeevan Ahilan, Peter Dayan
|
👻
Ghosted
|
cs.MA
|
85 |
7 years ago |
| 739 |
Empirical or Invariant Risk Minimization? A Sample Complexity Perspective
Kartik Ahuja, Jun Wang, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
85 |
5 years ago |
| 740 |
Code Translation with Compiler Representations
Marc Szafraniec, Baptiste Roziere, ... (+4 more)
|
👻
Ghosted
|
cs.PL
|
85 |
4 years ago |
| 741 |
Large-scale Training of Foundation Models for Wearable Biosignals
Salar Abbaspourazad, Oussama Elachqar, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
85 |
2 years ago |
| 742 |
Principled Weight Initialization for Hypernetworks
Oscar Chang, Lampros Flokas, Hod Lipson
|
👻
Ghosted
|
cs.LG
|
85 |
2 years ago |
| 743 |
Document Context Language Models
Yangfeng Ji, Trevor Cohn, ... (+3 more)
|
👻
Ghosted
|
cs.CL
|
84 |
10 years ago |
| 744 |
Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds
Cenk Baykal, Lucas Liebenwein, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
84 |
8 years ago |
| 745 |
Masked Vision and Language Modeling for Multi-modal Representation Learning
Gukyeong Kwon, Zhaowei Cai, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
84 |
3 years ago |
| 746 |
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes
Mengye Ren, Renjie Liao, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
83 |
9 years ago |
| 747 |
Relational Forward Models for Multi-Agent Learning
Andrea Tacchetti, H. Francis Song, ... (+6 more)
|
👻
Ghosted
|
cs.LG
|
83 |
7 years ago |
| 748 |
Biologically-plausible learning algorithms can scale to large datasets
Will Xiao, Honglin Chen, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
83 |
7 years ago |
| 749 |
Improving MMD-GAN Training with Repulsive Loss Function
Wei Wang, Yuan Sun, Saman Halgamuge
|
👻
Ghosted
|
cs.LG
|
83 |
7 years ago |
| 750 |
Learn to Explain Efficiently via Neural Logic Inductive Learning
Yuan Yang, Le Song
|
👻
Ghosted
|
cs.AI
|
83 |
6 years ago |