| 101 |
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures
Julien Launay, Iacopo Poli, ... (+2 more)
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🌅
Old Age
|
stat.ML
|
76 |
5 years ago |
| 102 |
Real-Time Reinforcement Learning
Simon Ramstedt, Christopher Pal
|
🌅
Old Age
|
cs.LG
|
73 |
6 years ago |
| 103 |
Restoring Negative Information in Few-Shot Object Detection
Yukuan Yang, Fangyun Wei, ... (+2 more)
|
🌅
Old Age
|
cs.CV
|
72 |
5 years ago |
| 104 |
Joint Contrastive Learning with Infinite Possibilities
Qi Cai, Yu Wang, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
71 |
5 years ago |
| 105 |
AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows
Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie
|
🌅
Old Age
|
cs.LG
|
70 |
5 years ago |
| 106 |
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
Ngoc-Trung Tran, Viet-Hung Tran, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
68 |
6 years ago |
| 107 |
Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks
Maksym Andriushchenko, Matthias Hein
|
🌅
Old Age
|
cs.LG
|
67 |
6 years ago |
| 108 |
Adaptively Aligned Image Captioning via Adaptive Attention Time
Lun Huang, Wenmin Wang, ... (+2 more)
|
🌅
Old Age
|
cs.CV
|
67 |
6 years ago |
| 109 |
See, Hear, Explore: Curiosity via Audio-Visual Association
Victoria Dean, Shubham Tulsiani, Abhinav Gupta
|
🌅
Old Age
|
cs.LG
|
64 |
5 years ago |
| 110 |
Hierarchical Attentive Recurrent Tracking
Adam R. Kosiorek, Alex Bewley, Ingmar Posner
|
🌅
Old Age
|
cs.CV
|
61 |
8 years ago |
| 111 |
Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts
Max Ryabinin, Anton Gusev
|
🌅
Old Age
|
cs.DC
|
61 |
6 years ago |
| 112 |
Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes
Matt Jordan, Justin Lewis, Alexandros G. Dimakis
|
🌅
Old Age
|
cs.LG
|
60 |
7 years ago |
| 113 |
Deep Model Transferability from Attribution Maps
Jie Song, Yixin Chen, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
60 |
6 years ago |
| 114 |
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net
Anirudh Goyal, Nan Rosemary Ke, ... (+2 more)
|
🌅
Old Age
|
stat.ML
|
56 |
8 years ago |
| 115 |
Sparse Graphical Memory for Robust Planning
Scott Emmons, Ajay Jain, ... (+4 more)
|
🌅
Old Age
|
cs.LG
|
56 |
6 years ago |
| 116 |
Trained Rank Pruning for Efficient Deep Neural Networks
Yuhui Xu, Yuxi Li, ... (+7 more)
|
🌅
Old Age
|
cs.CV
|
52 |
7 years ago |
| 117 |
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment
Yinyu Nie, Yiqun Lin, ... (+5 more)
|
🌅
Old Age
|
cs.CV
|
52 |
5 years ago |
| 118 |
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms
Antonio Barbalau, Adrian Cosma, ... (+2 more)
|
🌅
Old Age
|
cs.CV
|
50 |
5 years ago |
| 119 |
Fine-Grained Dynamic Head for Object Detection
Lin Song, Yanwei Li, ... (+5 more)
|
🌅
Old Age
|
cs.CV
|
50 |
5 years ago |
| 120 |
Differentially Private Bayesian Inference for Exponential Families
Garrett Bernstein, Daniel Sheldon
|
🌅
Old Age
|
cs.LG
|
48 |
7 years ago |
| 121 |
Learning Deterministic Weighted Automata with Queries and Counterexamples
Gail Weiss, Yoav Goldberg, Eran Yahav
|
🌅
Old Age
|
cs.LG
|
48 |
6 years ago |
| 122 |
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection
Kemal Oksuz, Baris Can Cam, ... (+2 more)
|
🌅
Old Age
|
cs.CV
|
48 |
5 years ago |
| 123 |
Deep Metric Learning with Spherical Embedding
Dingyi Zhang, Yingming Li, Zhongfei Zhang
|
🌅
Old Age
|
cs.CV
|
48 |
5 years ago |
| 124 |
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning
Younggyo Seo, Kimin Lee, ... (+4 more)
|
🌅
Old Age
|
cs.LG
|
46 |
5 years ago |
| 125 |
RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor
Fan Lu, Guang Chen, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
43 |
5 years ago |
| 126 |
Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax
Andres Potapczynski, Gabriel Loaiza-Ganem, John P. Cunningham
|
🌅
Old Age
|
stat.ML
|
40 |
6 years ago |
| 127 |
Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression
Deeksha Adil, Richard Peng, Sushant Sachdeva
|
🌅
Old Age
|
cs.DS
|
39 |
6 years ago |
| 128 |
Active Structure Learning of Causal DAGs via Directed Clique Tree
Chandler Squires, Sara Magliacane, ... (+4 more)
|
🌅
Old Age
|
stat.ME
|
39 |
5 years ago |
| 129 |
Multi-agent Trajectory Prediction with Fuzzy Query Attention
Nitin Kamra, Hao Zhu, ... (+3 more)
|
🌅
Old Age
|
cs.LG
|
38 |
5 years ago |
| 130 |
Training Restricted Boltzmann Machines via the Thouless-Anderson-Palmer Free Energy
Marylou Gabrié, Eric W. Tramel, Florent Krzakala
|
🌅
Old Age
|
cond-mat.dis-nn
|
37 |
10 years ago |
| 131 |
Image Synthesis with a Single (Robust) Classifier
Shibani Santurkar, Dimitris Tsipras, ... (+4 more)
|
🌅
Old Age
|
cs.CV
|
36 |
6 years ago |
| 132 |
Neuron Merging: Compensating for Pruned Neurons
Woojeong Kim, Suhyun Kim, ... (+2 more)
|
🌅
Old Age
|
cs.CV
|
36 |
5 years ago |
| 133 |
Towards a Better Global Loss Landscape of GANs
Ruoyu Sun, Tiantian Fang, Alex Schwing
|
🌅
Old Age
|
cs.LG
|
35 |
5 years ago |
| 134 |
Neural Guided Constraint Logic Programming for Program Synthesis
Lisa Zhang, Gregory Rosenblatt, ... (+6 more)
|
🌅
Old Age
|
cs.LG
|
33 |
7 years ago |
| 135 |
Towards modular and programmable architecture search
Renato Negrinho, Darshan Patil, ... (+4 more)
|
🌅
Old Age
|
cs.LG
|
30 |
6 years ago |
| 136 |
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning
Tao Han, Junyu Gao, ... (+2 more)
|
🌅
Old Age
|
cs.CV
|
30 |
5 years ago |
| 137 |
Machine Teaching of Active Sequential Learners
Tomi Peltola, Mustafa Mert Çelikok, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
27 |
7 years ago |
| 138 |
Object landmark discovery through unsupervised adaptation
Enrique Sanchez, Georgios Tzimiropoulos
|
🌅
Old Age
|
cs.CV
|
24 |
6 years ago |
| 139 |
Self-Adaptively Learning to Demoire from Focused and Defocused Image Pairs
Lin Liu, Shanxin Yuan, ... (+4 more)
|
🌅
Old Age
|
eess.IV
|
24 |
5 years ago |
| 140 |
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness
Saeed Mahloujifar, Xiao Zhang, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
23 |
6 years ago |
| 141 |
Ultra Fast Medoid Identification via Correlated Sequential Halving
Tavor Z. Baharav, David N. Tse
|
🌅
Old Age
|
cs.LG
|
23 |
6 years ago |
| 142 |
Finding the Homology of Decision Boundaries with Active Learning
Weizhi Li, Gautam Dasarathy, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
22 |
5 years ago |
| 143 |
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation
Yangxin Wu, Gengwei Zhang, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
21 |
5 years ago |
| 144 |
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models
Maksim Kuznetsov, Daniil Polykovskiy, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
19 |
6 years ago |
| 145 |
Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language
Matthew D. Hoffman, Matthew J. Johnson, Dustin Tran
|
🌅
Old Age
|
cs.LG
|
18 |
7 years ago |
| 146 |
ETNet: Error Transition Network for Arbitrary Style Transfer
Chunjin Song, Zhijie Wu, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
18 |
6 years ago |
| 147 |
Rethinking Learnable Tree Filter for Generic Feature Transform
Lin Song, Yanwei Li, ... (+6 more)
|
🌅
Old Age
|
cs.CV
|
17 |
5 years ago |
| 148 |
Dancing to Music
Hsin-Ying Lee, Xiaodong Yang, ... (+5 more)
|
🌅
Old Age
|
cs.CV
|
15 |
6 years ago |
| 149 |
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
Li-Cheng Lan, Huan Zhang, ... (+4 more)
|
🌅
Old Age
|
cs.AI
|
15 |
3 years ago |
| 150 |
Improved Network Robustness with Adversary Critic
Alexander Matyasko, Lap-Pui Chau
|
🌅
Old Age
|
cs.LG
|
14 |
7 years ago |