| 101 |
MMD GAN: Towards Deeper Understanding of Moment Matching Network
Chun-Liang Li, Wei-Cheng Chang, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
766 |
9 years ago |
| 102 |
Working hard to know your neighbor's margins: Local descriptor learning loss
Anastasiya Mishchuk, Dmytro Mishkin, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
764 |
9 years ago |
| 103 |
Cross Attention Network for Few-shot Classification
Ruibing Hou, Hong Chang, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
760 |
6 years ago |
| 104 |
Data Programming: Creating Large Training Sets, Quickly
Alexander Ratner, Christopher De Sa, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
756 |
10 years ago |
| 105 |
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
Hongyi Wang, Kartik Sreenivasan, ... (+6 more)
|
👻
Ghosted
|
cs.LG
|
753 |
6 years ago |
| 106 |
Exploring Models and Data for Image Question Answering
Mengye Ren, Ryan Kiros, Richard Zemel
|
👻
Ghosted
|
cs.LG
|
752 |
11 years ago |
| 107 |
Semantic Segmentation using Adversarial Networks
Pauline Luc, Camille Couprie, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
747 |
9 years ago |
| 108 |
Spatiotemporal Residual Networks for Video Action Recognition
Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes
|
👻
Ghosted
|
cs.CV
|
741 |
9 years ago |
| 109 |
Hard Negative Mixing for Contrastive Learning
Yannis Kalantidis, Mert Bulent Sariyildiz, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
728 |
5 years ago |
| 110 |
Probabilistic Model-Agnostic Meta-Learning
Chelsea Finn, Kelvin Xu, Sergey Levine
|
👻
Ghosted
|
cs.LG
|
727 |
8 years ago |
| 111 |
One-Shot Imitation Learning
Yan Duan, Marcin Andrychowicz, ... (+6 more)
|
👻
Ghosted
|
cs.AI
|
724 |
9 years ago |
| 112 |
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks
Anh Nguyen, Alexey Dosovitskiy, ... (+3 more)
|
👻
Ghosted
|
cs.NE
|
720 |
10 years ago |
| 113 |
Overcoming Catastrophic Forgetting by Incremental Moment Matching
Sang-Woo Lee, Jin-Hwa Kim, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
716 |
9 years ago |
| 114 |
Cooperative Inverse Reinforcement Learning
Dylan Hadfield-Menell, Anca Dragan, ... (+2 more)
|
👻
Ghosted
|
cs.AI
|
715 |
10 years ago |
| 115 |
Understanding Batch Normalization
Johan Bjorck, Carla Gomes, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
714 |
8 years ago |
| 116 |
Parameterized Explainer for Graph Neural Network
Dongsheng Luo, Wei Cheng, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
711 |
5 years ago |
| 117 |
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Marc Lanctot, Vinicius Zambaldi, ... (+6 more)
|
👻
Ghosted
|
cs.AI
|
704 |
8 years ago |
| 118 |
Action Recognition using Visual Attention
Shikhar Sharma, Ryan Kiros, Ruslan Salakhutdinov
|
👻
Ghosted
|
cs.LG
|
678 |
10 years ago |
| 119 |
Value Iteration Networks
Aviv Tamar, Yi Wu, ... (+3 more)
|
👻
Ghosted
|
cs.AI
|
678 |
10 years ago |
| 120 |
Convergence Analysis of Two-layer Neural Networks with ReLU Activation
Yuanzhi Li, Yang Yuan
|
👻
Ghosted
|
cs.LG
|
676 |
9 years ago |
| 121 |
Towards Accurate Binary Convolutional Neural Network
Xiaofan Lin, Cong Zhao, Wei Pan
|
👻
Ghosted
|
cs.LG
|
674 |
8 years ago |
| 122 |
Object Goal Navigation using Goal-Oriented Semantic Exploration
Devendra Singh Chaplot, Dhiraj Gandhi, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
662 |
6 years ago |
| 123 |
Safe and Efficient Off-Policy Reinforcement Learning
Rémi Munos, Tom Stepleton, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
659 |
10 years ago |
| 124 |
Generalisation in humans and deep neural networks
Robert Geirhos, Carlos R. Medina Temme, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
658 |
8 years ago |
| 125 |
Selective Classification for Deep Neural Networks
Yonatan Geifman, Ran El-Yaniv
|
👻
Ghosted
|
cs.LG
|
656 |
9 years ago |
| 126 |
A Probabilistic U-Net for Segmentation of Ambiguous Images
Simon A. A. Kohl, Bernardino Romera-Paredes, ... (+7 more)
|
👻
Ghosted
|
cs.CV
|
656 |
8 years ago |
| 127 |
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration
Jason Altschuler, Jonathan Weed, Philippe Rigollet
|
👻
Ghosted
|
cs.DS
|
654 |
9 years ago |
| 128 |
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives
Amit Dhurandhar, Pin-Yu Chen, ... (+5 more)
|
👻
Ghosted
|
cs.AI
|
654 |
8 years ago |
| 129 |
Learning with a Wasserstein Loss
Charlie Frogner, Chiyuan Zhang, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
650 |
11 years ago |
| 130 |
Professor Forcing: A New Algorithm for Training Recurrent Networks
Alex Lamb, Anirudh Goyal, ... (+4 more)
|
👻
Ghosted
|
stat.ML
|
650 |
9 years ago |
| 131 |
Successor Features for Transfer in Reinforcement Learning
André Barreto, Will Dabney, ... (+5 more)
|
👻
Ghosted
|
cs.AI
|
649 |
10 years ago |
| 132 |
Exponential expressivity in deep neural networks through transient chaos
Ben Poole, Subhaneil Lahiri, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
647 |
10 years ago |
| 133 |
A Little Is Enough: Circumventing Defenses For Distributed Learning
Moran Baruch, Gilad Baruch, Yoav Goldberg
|
👻
Ghosted
|
cs.LG
|
646 |
7 years ago |
| 134 |
Learning What and Where to Draw
Scott Reed, Zeynep Akata, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
639 |
9 years ago |
| 135 |
Joint Distribution Optimal Transportation for Domain Adaptation
Nicolas Courty, Rémi Flamary, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
630 |
9 years ago |
| 136 |
Decoupling "when to update" from "how to update"
Eran Malach, Shai Shalev-Shwartz
|
👻
Ghosted
|
cs.LG
|
630 |
9 years ago |
| 137 |
Avoiding Discrimination through Causal Reasoning
Niki Kilbertus, Mateo Rojas-Carulla, ... (+4 more)
|
👻
Ghosted
|
stat.ML
|
627 |
9 years ago |
| 138 |
Discrimination-aware Channel Pruning for Deep Neural Networks
Zhuangwei Zhuang, Mingkui Tan, ... (+6 more)
|
👻
Ghosted
|
cs.CV
|
626 |
7 years ago |
| 139 |
General $E(2)$-Equivariant Steerable CNNs
Maurice Weiler, Gabriele Cesa
|
👻
Ghosted
|
cs.CV
|
623 |
6 years ago |
| 140 |
The Reversible Residual Network: Backpropagation Without Storing Activations
Aidan N. Gomez, Mengye Ren, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
622 |
9 years ago |
| 141 |
Matrix Completion has No Spurious Local Minimum
Rong Ge, Jason D. Lee, Tengyu Ma
|
👻
Ghosted
|
cs.LG
|
619 |
10 years ago |
| 142 |
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems
Yuxin Chen, Emmanuel J. Candes
|
👻
Ghosted
|
cs.IT
|
615 |
11 years ago |
| 143 |
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision
Xinchen Yan, Jimei Yang, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
603 |
9 years ago |
| 144 |
Learning to Poke by Poking: Experiential Learning of Intuitive Physics
Pulkit Agrawal, Ashvin Nair, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
597 |
10 years ago |
| 145 |
Distral: Robust Multitask Reinforcement Learning
Yee Whye Teh, Victor Bapst, ... (+6 more)
|
👻
Ghosted
|
cs.LG
|
595 |
9 years ago |
| 146 |
A Lyapunov-based Approach to Safe Reinforcement Learning
Yinlam Chow, Ofir Nachum, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
592 |
8 years ago |
| 147 |
Imagination-Augmented Agents for Deep Reinforcement Learning
Théophane Weber, Sébastien Racanière, ... (+13 more)
|
👻
Ghosted
|
cs.LG
|
590 |
9 years ago |
| 148 |
$A^2$-Nets: Double Attention Networks
Yunpeng Chen, Yannis Kalantidis, ... (+3 more)
|
👻
Ghosted
|
cs.CV
|
588 |
7 years ago |
| 149 |
Learning Continuous Control Policies by Stochastic Value Gradients
Nicolas Heess, Greg Wayne, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
585 |
10 years ago |
| 150 |
Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models
Sergey Ioffe
|
👻
Ghosted
|
cs.LG
|
585 |
9 years ago |