| 601 |
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Ossama Ahmed, Frederik Träuble, ... (+6 more)
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cs.RO
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137 |
5 years ago |
| 602 |
Relaxed Quantization for Discretized Neural Networks
Christos Louizos, Matthias Reisser, ... (+3 more)
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👻
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cs.LG
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137 |
7 years ago |
| 603 |
Deep Learning with Dynamic Computation Graphs
Moshe Looks, Marcello Herreshoff, ... (+2 more)
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👻
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cs.NE
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136 |
9 years ago |
| 604 |
Variational Auto-encoded Deep Gaussian Processes
Zhenwen Dai, Andreas Damianou, ... (+2 more)
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👻
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cs.LG
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136 |
10 years ago |
| 605 |
Robust Reinforcement Learning for Continuous Control with Model Misspecification
Daniel J. Mankowitz, Nir Levine, ... (+8 more)
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cs.LG
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135 |
7 years ago |
| 606 |
Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values
Julius Adebayo, Justin Gilmer, ... (+2 more)
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👻
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cs.CV
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135 |
7 years ago |
| 607 |
Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks
Wei Hu, Lechao Xiao, Jeffrey Pennington
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👻
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cs.LG
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134 |
6 years ago |
| 608 |
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
H. Francis Song, Abbas Abdolmaleki, ... (+12 more)
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👻
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cs.AI
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134 |
6 years ago |
| 609 |
DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder
Xiaodong Gu, Kyunghyun Cho, ... (+2 more)
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👻
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cs.CL
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134 |
8 years ago |
| 610 |
Can Neural Networks Understand Logical Entailment?
Richard Evans, David Saxton, ... (+3 more)
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👻
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cs.NE
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134 |
8 years ago |
| 611 |
Neural Module Networks for Reasoning over Text
Nitish Gupta, Kevin Lin, ... (+3 more)
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👻
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cs.CL
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133 |
6 years ago |
| 612 |
Compressing Word Embeddings via Deep Compositional Code Learning
Raphael Shu, Hideki Nakayama
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👻
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cs.CL
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133 |
8 years ago |
| 613 |
When Do Curricula Work?
Xiaoxia Wu, Ethan Dyer, Behnam Neyshabur
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👻
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cs.LG
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132 |
5 years ago |
| 614 |
Reasoning About Physical Interactions with Object-Oriented Prediction and Planning
Michael Janner, Sergey Levine, ... (+4 more)
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👻
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cs.LG
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132 |
7 years ago |
| 615 |
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
Yongchao Zhou, Kaifeng Lyu, ... (+6 more)
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👻
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cs.CL
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132 |
2 years ago |
| 616 |
Score-based Continuous-time Discrete Diffusion Models
Haoran Sun, Lijun Yu, ... (+3 more)
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👻
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cs.LG
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132 |
3 years ago |
| 617 |
Divide-and-Conquer Reinforcement Learning
Dibya Ghosh, Avi Singh, ... (+3 more)
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👻
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cs.LG
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131 |
8 years ago |
| 618 |
Generalizing Hamiltonian Monte Carlo with Neural Networks
Daniel Levy, Matthew D. Hoffman, Jascha Sohl-Dickstein
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👻
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stat.ML
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131 |
8 years ago |
| 619 |
When is a Convolutional Filter Easy To Learn?
Simon S. Du, Jason D. Lee, Yuandong Tian
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👻
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cs.LG
|
131 |
8 years ago |
| 620 |
Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design
Yoav Levine, David Yakira, ... (+2 more)
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👻
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cs.LG
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131 |
9 years ago |
| 621 |
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
Murong Yue, Jie Zhao, ... (+3 more)
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👻
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cs.CL
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131 |
2 years ago |
| 622 |
Accelerated Policy Learning with Parallel Differentiable Simulation
Jie Xu, Viktor Makoviychuk, ... (+5 more)
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👻
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cs.LG
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131 |
4 years ago |
| 623 |
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
Man Yao, Jiakui Hu, ... (+6 more)
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cs.NE
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130 |
2 years ago |
| 624 |
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
Karan Goel, Albert Gu, ... (+2 more)
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👻
Ghosted
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cs.LG
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130 |
5 years ago |
| 625 |
How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?
Zixiang Chen, Yuan Cao, ... (+2 more)
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👻
Ghosted
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cs.LG
|
130 |
6 years ago |
| 626 |
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting
Aditya Grover, Jiaming Song, ... (+5 more)
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👻
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stat.ML
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130 |
7 years ago |
| 627 |
Universal Successor Features Approximators
Diana Borsa, André Barreto, ... (+6 more)
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👻
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cs.LG
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130 |
7 years ago |
| 628 |
Manifold Preserving Guided Diffusion
Yutong He, Naoki Murata, ... (+9 more)
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👻
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cs.LG
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130 |
2 years ago |
| 629 |
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
Ziyi Wu, Nikita Dvornik, ... (+3 more)
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👻
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cs.CV
|
130 |
3 years ago |
| 630 |
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification
Xuan Li, Yi-Ling Qiao, ... (+5 more)
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👻
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cs.CV
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129 |
3 years ago |
| 631 |
Black-Box Adversarial Attack with Transferable Model-based Embedding
Zhichao Huang, Tong Zhang
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👻
Ghosted
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cs.LG
|
129 |
6 years ago |
| 632 |
Encoding word order in complex embeddings
Benyou Wang, Donghao Zhao, ... (+4 more)
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👻
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cs.CL
|
129 |
6 years ago |
| 633 |
Meta-Learning Update Rules for Unsupervised Representation Learning
Luke Metz, Niru Maheswaranathan, ... (+2 more)
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👻
Ghosted
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cs.LG
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129 |
8 years ago |
| 634 |
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic
Mikael Henaff, Alfredo Canziani, Yann LeCun
|
👻
Ghosted
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cs.LG
|
128 |
7 years ago |
| 635 |
Adversarially robust transfer learning
Ali Shafahi, Parsa Saadatpanah, ... (+5 more)
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👻
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cs.LG
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128 |
7 years ago |
| 636 |
ProxQuant: Quantized Neural Networks via Proximal Operators
Yu Bai, Yu-Xiang Wang, Edo Liberty
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👻
Ghosted
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cs.LG
|
128 |
7 years ago |
| 637 |
Hyperparameter Optimization: A Spectral Approach
Elad Hazan, Adam Klivans, Yang Yuan
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👻
Ghosted
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cs.LG
|
128 |
9 years ago |
| 638 |
On Unifying Deep Generative Models
Zhiting Hu, Zichao Yang, ... (+2 more)
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👻
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cs.LG
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128 |
9 years ago |
| 639 |
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
Mohammadreza Pourreza, Hailong Li, ... (+8 more)
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👻
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cs.LG
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127 |
1 year ago |
| 640 |
Improving Generalization in Meta Reinforcement Learning using Learned Objectives
Louis Kirsch, Sjoerd van Steenkiste, Jürgen Schmidhuber
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👻
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cs.LG
|
127 |
6 years ago |
| 641 |
Diversity Networks: Neural Network Compression Using Determinantal Point Processes
Zelda Mariet, Suvrit Sra
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👻
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cs.LG
|
127 |
10 years ago |
| 642 |
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
Bastian Rieck, Matteo Togninalli, ... (+5 more)
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👻
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cs.LG
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126 |
7 years ago |
| 643 |
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
Zonglin Li, Chong You, ... (+9 more)
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👻
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cs.LG
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126 |
3 years ago |
| 644 |
Neural Spatio-Temporal Point Processes
Ricky T. Q. Chen, Brandon Amos, Maximilian Nickel
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👻
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cs.LG
|
125 |
5 years ago |
| 645 |
Conditional Learning of Fair Representations
Han Zhao, Amanda Coston, ... (+2 more)
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👻
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cs.LG
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125 |
6 years ago |
| 646 |
Global optimality conditions for deep neural networks
Chulhee Yun, Suvrit Sra, Ali Jadbabaie
|
👻
Ghosted
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cs.LG
|
125 |
9 years ago |
| 647 |
Segmental Recurrent Neural Networks
Lingpeng Kong, Chris Dyer, Noah A. Smith
|
👻
Ghosted
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cs.CL
|
125 |
10 years ago |
| 648 |
Reconstructing continuous distributions of 3D protein structure from cryo-EM images
Ellen D. Zhong, Tristan Bepler, ... (+2 more)
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👻
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q-bio.QM
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124 |
6 years ago |
| 649 |
Differentially Private Meta-Learning
Jeffrey Li, Mikhail Khodak, ... (+2 more)
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👻
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cs.LG
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124 |
6 years ago |
| 650 |
Efficient Sparse-Winograd Convolutional Neural Networks
Xingyu Liu, Jeff Pool, ... (+2 more)
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👻
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cs.CV
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124 |
8 years ago |