| 51 |
Composition-based Multi-Relational Graph Convolutional Networks
Shikhar Vashishth, Soumya Sanyal, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
1.1K |
6 years ago |
| 52 |
FractalNet: Ultra-Deep Neural Networks without Residuals
Gustav Larsson, Michael Maire, Gregory Shakhnarovich
|
👻
Ghosted
|
cs.CV
|
1.0K |
10 years ago |
| 53 |
On Detecting Adversarial Perturbations
Jan Hendrik Metzen, Tim Genewein, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
1.0K |
9 years ago |
| 54 |
Particular object retrieval with integral max-pooling of CNN activations
Giorgos Tolias, Ronan Sicre, Hervé Jégou
|
👻
Ghosted
|
cs.CV
|
1.0K |
10 years ago |
| 55 |
Order Matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
|
👻
Ghosted
|
stat.ML
|
1.0K |
10 years ago |
| 56 |
Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, ... (+3 more)
|
👻
Ghosted
|
cs.CL
|
997 |
6 years ago |
| 57 |
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
Will Grathwohl, Ricky T. Q. Chen, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
992 |
7 years ago |
| 58 |
SNAS: Stochastic Neural Architecture Search
Sirui Xie, Hehui Zheng, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
986 |
7 years ago |
| 59 |
Noisy Networks for Exploration
Meire Fortunato, Mohammad Gheshlaghi Azar, ... (+10 more)
|
👻
Ghosted
|
cs.LG
|
981 |
9 years ago |
| 60 |
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
Fan-Yun Sun, Jordan Hoffmann, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
979 |
6 years ago |
| 61 |
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning
William Lotter, Gabriel Kreiman, David Cox
|
🌅
Old Age
|
cs.LG
|
978 |
10 years ago |
| 62 |
Deep Complex Networks
Chiheb Trabelsi, Olexa Bilaniuk, ... (+8 more)
|
👻
Ghosted
|
cs.NE
|
960 |
9 years ago |
| 63 |
Hierarchical Representations for Efficient Architecture Search
Hanxiao Liu, Karen Simonyan, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
949 |
8 years ago |
| 64 |
Learning to Navigate in Complex Environments
Piotr Mirowski, Razvan Pascanu, ... (+10 more)
|
👻
Ghosted
|
cs.AI
|
935 |
9 years ago |
| 65 |
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
Yong-Deok Kim, Eunhyeok Park, ... (+4 more)
|
👻
Ghosted
|
cs.CV
|
933 |
10 years ago |
| 66 |
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples
Kimin Lee, Honglak Lee, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
928 |
8 years ago |
| 67 |
Certifying Some Distributional Robustness with Principled Adversarial Training
Aman Sinha, Hongseok Namkoong, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
927 |
8 years ago |
| 68 |
What do you learn from context? Probing for sentence structure in contextualized word representations
Ian Tenney, Patrick Xia, ... (+9 more)
|
👻
Ghosted
|
cs.CL
|
925 |
7 years ago |
| 69 |
Adversarial Attacks on Neural Network Policies
Sandy Huang, Nicolas Papernot, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
916 |
9 years ago |
| 70 |
Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference
Matthew Riemer, Ignacio Cases, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
883 |
7 years ago |
| 71 |
Non-Autoregressive Neural Machine Translation
Jiatao Gu, James Bradbury, ... (+3 more)
|
👻
Ghosted
|
cs.CL
|
875 |
8 years ago |
| 72 |
Learning to Represent Programs with Graphs
Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi
|
👻
Ghosted
|
cs.LG
|
874 |
8 years ago |
| 73 |
How to train your MAML
Antreas Antoniou, Harrison Edwards, Amos Storkey
|
👻
Ghosted
|
cs.LG
|
862 |
7 years ago |
| 74 |
Self-labelling via simultaneous clustering and representation learning
Yuki Markus Asano, Christian Rupprecht, Andrea Vedaldi
|
👻
Ghosted
|
cs.CV
|
858 |
6 years ago |
| 75 |
Entropy-SGD: Biasing Gradient Descent Into Wide Valleys
Pratik Chaudhari, Anna Choromanska, ... (+7 more)
|
👻
Ghosted
|
cs.LG
|
847 |
9 years ago |
| 76 |
Mass-Editing Memory in a Transformer
Kevin Meng, Arnab Sen Sharma, ... (+3 more)
|
💤
Eternal Rest
|
cs.CL
|
844 |
3 years ago |
| 77 |
Do Deep Generative Models Know What They Don't Know?
Eric Nalisnick, Akihiro Matsukawa, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
834 |
7 years ago |
| 78 |
Multi-task Sequence to Sequence Learning
Minh-Thang Luong, Quoc V. Le, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
833 |
10 years ago |
| 79 |
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples
Yang Song, Taesup Kim, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
827 |
8 years ago |
| 80 |
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning
Justin Fu, Katie Luo, Sergey Levine
|
👻
Ghosted
|
cs.LG
|
824 |
8 years ago |
| 81 |
Model compression via distillation and quantization
Antonio Polino, Razvan Pascanu, Dan Alistarh
|
👻
Ghosted
|
cs.NE
|
809 |
8 years ago |
| 82 |
Unsupervised Neural Machine Translation
Mikel Artetxe, Gorka Labaka, ... (+2 more)
|
👻
Ghosted
|
cs.CL
|
806 |
8 years ago |
| 83 |
Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Xingjun Ma, Bo Li, ... (+7 more)
|
👻
Ghosted
|
cs.LG
|
804 |
8 years ago |
| 84 |
Sample Efficient Actor-Critic with Experience Replay
Ziyu Wang, Victor Bapst, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
803 |
9 years ago |
| 85 |
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Jiayuan Mao, Chuang Gan, ... (+3 more)
|
🌅
Old Age
|
cs.CV
|
797 |
7 years ago |
| 86 |
SMASH: One-Shot Model Architecture Search through HyperNetworks
Andrew Brock, Theodore Lim, ... (+2 more)
|
🌅
Old Age
|
cs.LG
|
795 |
8 years ago |
| 87 |
Variational Continual Learning
Cuong V. Nguyen, Yingzhen Li, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
788 |
8 years ago |
| 88 |
Synthetic and Natural Noise Both Break Neural Machine Translation
Yonatan Belinkov, Yonatan Bisk
|
👻
Ghosted
|
cs.CL
|
786 |
8 years ago |
| 89 |
Reasoning about Entailment with Neural Attention
Tim Rocktäschel, Edward Grefenstette, ... (+3 more)
|
👻
Ghosted
|
cs.CL
|
776 |
10 years ago |
| 90 |
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
Jost Tobias Springenberg
|
👻
Ghosted
|
stat.ML
|
771 |
10 years ago |
| 91 |
Policy Distillation
Andrei A. Rusu, Sergio Gomez Colmenarejo, ... (+7 more)
|
👻
Ghosted
|
cs.LG
|
771 |
10 years ago |
| 92 |
Delving Deeper into Convolutional Networks for Learning Video Representations
Nicolas Ballas, Li Yao, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
764 |
10 years ago |
| 93 |
Large-Scale Study of Curiosity-Driven Learning
Yuri Burda, Harri Edwards, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
748 |
7 years ago |
| 94 |
Large Language Models Cannot Self-Correct Reasoning Yet
Jie Huang, Xinyun Chen, ... (+5 more)
|
👻
Ghosted
|
cs.CL
|
748 |
2 years ago |
| 95 |
Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking
Aleksandar Bojchevski, Stephan Günnemann
|
👻
Ghosted
|
stat.ML
|
739 |
9 years ago |
| 96 |
Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks
Jiadong Lin, Chuanbiao Song, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
733 |
6 years ago |
| 97 |
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
Yanbin Liu, Juho Lee, ... (+5 more)
|
🌅
Old Age
|
cs.LG
|
730 |
8 years ago |
| 98 |
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis
Luisa M Zintgraf, Taco S Cohen, ... (+2 more)
|
👻
Ghosted
|
cs.CV
|
730 |
9 years ago |
| 99 |
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks
Pouya Bashivan, Irina Rish, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
723 |
10 years ago |
| 100 |
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
Alexei Baevski, Steffen Schneider, Michael Auli
|
👻
Ghosted
|
cs.CL
|
721 |
6 years ago |