| 651 |
Information asymmetry in KL-regularized RL
Alexandre Galashov, Siddhant M. Jayakumar, ... (+8 more)
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👻
Ghosted
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cs.LG
|
104 |
7 years ago |
| 652 |
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao, Raquel Urtasun, Richard Zemel
|
👻
Ghosted
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cs.LG
|
104 |
5 years ago |
| 653 |
PEER: A Collaborative Language Model
Timo Schick, Jane Dwivedi-Yu, ... (+8 more)
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👻
Ghosted
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cs.CL
|
104 |
3 years ago |
| 654 |
An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family
Alexandre de Brébisson, Pascal Vincent
|
👻
Ghosted
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cs.NE
|
103 |
10 years ago |
| 655 |
Unbiased Online Recurrent Optimization
Corentin Tallec, Yann Ollivier
|
👻
Ghosted
|
cs.NE
|
103 |
9 years ago |
| 656 |
State Alignment-based Imitation Learning
Fangchen Liu, Zhan Ling, ... (+2 more)
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👻
Ghosted
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cs.LG
|
103 |
6 years ago |
| 657 |
FlowQA: Grasping Flow in History for Conversational Machine Comprehension
Hsin-Yuan Huang, Eunsol Choi, Wen-tau Yih
|
👻
Ghosted
|
cs.CL
|
102 |
7 years ago |
| 658 |
Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
Michael Volpp, Lukas P. Fröhlich, ... (+5 more)
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👻
Ghosted
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stat.ML
|
102 |
7 years ago |
| 659 |
Words or Characters? Fine-grained Gating for Reading Comprehension
Zhilin Yang, Bhuwan Dhingra, ... (+4 more)
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👻
Ghosted
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cs.CL
|
101 |
9 years ago |
| 660 |
Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience
Vaishnavh Nagarajan, J. Zico Kolter
|
👻
Ghosted
|
cs.LG
|
101 |
7 years ago |
| 661 |
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning
Akanksha Atrey, Kaleigh Clary, David Jensen
|
👻
Ghosted
|
cs.LG
|
101 |
6 years ago |
| 662 |
A Self-Attention Ansatz for Ab-initio Quantum Chemistry
Ingrid von Glehn, James S. Spencer, David Pfau
|
👻
Ghosted
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physics.chem-ph
|
101 |
3 years ago |
| 663 |
The Expressive Power of Low-Rank Adaptation
Yuchen Zeng, Kangwook Lee
|
👻
Ghosted
|
cs.LG
|
101 |
2 years ago |
| 664 |
The mechanistic basis of data dependence and abrupt learning in an in-context classification task
Gautam Reddy
|
👻
Ghosted
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cs.LG
|
101 |
2 years ago |
| 665 |
CoPhy: Counterfactual Learning of Physical Dynamics
Fabien Baradel, Natalia Neverova, ... (+3 more)
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👻
Ghosted
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cs.CV
|
100 |
6 years ago |
| 666 |
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks
Manuel Molano-Mazon, Arno Onken, ... (+2 more)
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👻
Ghosted
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q-bio.NC
|
99 |
8 years ago |
| 667 |
Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration
Alexandre Péré, Sébastien Forestier, ... (+2 more)
|
👻
Ghosted
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cs.LG
|
99 |
8 years ago |
| 668 |
Hierarchical visuomotor control of humanoids
Josh Merel, Arun Ahuja, ... (+6 more)
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👻
Ghosted
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cs.AI
|
99 |
7 years ago |
| 669 |
Generalization bounds for deep convolutional neural networks
Philip M. Long, Hanie Sedghi
|
👻
Ghosted
|
cs.LG
|
99 |
7 years ago |
| 670 |
Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
Yongqiang Chen, Han Yang, ... (+5 more)
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👻
Ghosted
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cs.LG
|
99 |
4 years ago |
| 671 |
$\mathrm{SO}(2)$-Equivariant Reinforcement Learning
Dian Wang, Robin Walters, Robert Platt
|
👻
Ghosted
|
cs.RO
|
99 |
4 years ago |
| 672 |
Circuit Component Reuse Across Tasks in Transformer Language Models
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
|
👻
Ghosted
|
cs.CL
|
99 |
2 years ago |
| 673 |
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering
Elliot Meyerson, Risto Miikkulainen
|
👻
Ghosted
|
cs.LG
|
98 |
8 years ago |
| 674 |
On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data
Nan Lu, Gang Niu, ... (+2 more)
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👻
Ghosted
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stat.ML
|
98 |
7 years ago |
| 675 |
Pareto Set Learning for Neural Multi-objective Combinatorial Optimization
Xi Lin, Zhiyuan Yang, Qingfu Zhang
|
👻
Ghosted
|
cs.LG
|
98 |
4 years ago |
| 676 |
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
Weiyang Liu, Zeju Qiu, ... (+12 more)
|
👻
Ghosted
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cs.LG
|
98 |
2 years ago |
| 677 |
Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters
Marton Havasi, Robert Peharz, José Miguel Hernández-Lobato
|
👻
Ghosted
|
stat.ML
|
97 |
7 years ago |
| 678 |
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity
Thomas Miconi, Aditya Rawal, ... (+2 more)
|
👻
Ghosted
|
cs.NE
|
97 |
6 years ago |
| 679 |
Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation
Julius Adebayo, Michael Muelly, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
97 |
3 years ago |
| 680 |
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
Tom Le Paine, Caglar Gulcehre, ... (+12 more)
|
👻
Ghosted
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cs.LG
|
96 |
6 years ago |
| 681 |
Neural Approximate Sufficient Statistics for Implicit Models
Yanzhi Chen, Dinghuai Zhang, ... (+3 more)
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👻
Ghosted
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stat.ML
|
96 |
5 years ago |
| 682 |
Mind's Eye: Grounded Language Model Reasoning through Simulation
Ruibo Liu, Jason Wei, ... (+6 more)
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👻
Ghosted
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cs.CL
|
96 |
3 years ago |
| 683 |
Bayesian representation learning with oracle constraints
Theofanis Karaletsos, Serge Belongie, Gunnar Rätsch
|
👻
Ghosted
|
stat.ML
|
95 |
11 years ago |
| 684 |
Automatic Rule Extraction from Long Short Term Memory Networks
W. James Murdoch, Arthur Szlam
|
👻
Ghosted
|
cs.CL
|
95 |
9 years ago |
| 685 |
Time-Agnostic Prediction: Predicting Predictable Video Frames
Dinesh Jayaraman, Frederik Ebert, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
95 |
7 years ago |
| 686 |
Identity Crisis: Memorization and Generalization under Extreme Overparameterization
Chiyuan Zhang, Samy Bengio, ... (+3 more)
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👻
Ghosted
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stat.ML
|
95 |
7 years ago |
| 687 |
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
Xinyu Tang, Richard Shin, ... (+7 more)
|
👻
Ghosted
|
cs.LG
|
95 |
2 years ago |
| 688 |
Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning
Sahil Sharma, Aravind Srinivas, Balaraman Ravindran
|
👻
Ghosted
|
cs.LG
|
94 |
9 years ago |
| 689 |
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
John Nguyen, Jianyu Wang, ... (+3 more)
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👻
Ghosted
|
cs.LG
|
94 |
3 years ago |
| 690 |
Unbiased Watermark for Large Language Models
Zhengmian Hu, Lichang Chen, ... (+4 more)
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👻
Ghosted
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cs.CR
|
94 |
2 years ago |
| 691 |
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion
Lunjun Zhang, Yuwen Xiong, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
94 |
2 years ago |
| 692 |
DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples
Ji Gao, Beilun Wang, ... (+3 more)
|
👻
Ghosted
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cs.LG
|
93 |
9 years ago |
| 693 |
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces
Ali Farshchian, Juan A. Gallego, ... (+4 more)
|
👻
Ghosted
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cs.LG
|
93 |
7 years ago |
| 694 |
Toward Understanding the Impact of Staleness in Distributed Machine Learning
Wei Dai, Yi Zhou, ... (+3 more)
|
👻
Ghosted
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cs.LG
|
93 |
7 years ago |
| 695 |
Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery
Kristian Hartikainen, Xinyang Geng, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
93 |
7 years ago |
| 696 |
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks
Nikunj Saunshi, Sadhika Malladi, Sanjeev Arora
|
👻
Ghosted
|
cs.CL
|
93 |
5 years ago |
| 697 |
Auxiliary Image Regularization for Deep CNNs with Noisy Labels
Samaneh Azadi, Jiashi Feng, ... (+2 more)
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👻
Ghosted
|
cs.CV
|
92 |
10 years ago |
| 698 |
Stabilizing Adversarial Nets With Prediction Methods
Abhay Yadav, Sohil Shah, ... (+3 more)
|
👻
Ghosted
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cs.LG
|
92 |
9 years ago |
| 699 |
An Online Learning Approach to Generative Adversarial Networks
Paulina Grnarova, Kfir Y. Levy, ... (+3 more)
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👻
Ghosted
|
cs.LG
|
92 |
9 years ago |
| 700 |
A Statistical Approach to Assessing Neural Network Robustness
Stefan Webb, Tom Rainforth, ... (+2 more)
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👻
Ghosted
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stat.ML
|
92 |
7 years ago |