| 1 |
Semi-Supervised Classification with Graph Convolutional Networks
Thomas N. Kipf, Max Welling
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👻
Ghosted
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cs.LG
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33.5K |
9 years ago |
| 2 |
Graph Attention Networks
Petar Veličković, Guillem Cucurull, ... (+4 more)
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👻
Ghosted
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stat.ML
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24.7K |
8 years ago |
| 3 |
Continuous control with deep reinforcement learning
Timothy P. Lillicrap, Jonathan J. Hunt, ... (+6 more)
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👻
Ghosted
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cs.LG
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14.9K |
10 years ago |
| 4 |
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Alec Radford, Luke Metz, Soumith Chintala
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👻
Ghosted
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cs.LG
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14.9K |
10 years ago |
| 5 |
mixup: Beyond Empirical Risk Minimization
Hongyi Zhang, Moustapha Cisse, ... (+2 more)
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👻
Ghosted
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cs.LG
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11.3K |
8 years ago |
| 6 |
Denoising Diffusion Implicit Models
Jiaming Song, Chenlin Meng, Stefano Ermon
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👻
Ghosted
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cs.LG
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10.7K |
5 years ago |
| 7 |
SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
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🌅
Old Age
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cs.LG
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9.8K |
9 years ago |
| 8 |
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Song Han, Huizi Mao, William J. Dally
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👻
Ghosted
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cs.CV
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9.7K |
10 years ago |
| 9 |
Score-Based Generative Modeling through Stochastic Differential Equations
Yang Song, Jascha Sohl-Dickstein, ... (+4 more)
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👻
Ghosted
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cs.LG
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9.3K |
5 years ago |
| 10 |
How Powerful are Graph Neural Networks?
Keyulu Xu, Weihua Hu, ... (+2 more)
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👻
Ghosted
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cs.LG
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9.3K |
7 years ago |
| 11 |
Multi-Scale Context Aggregation by Dilated Convolutions
Fisher Yu, Vladlen Koltun
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👻
Ghosted
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cs.CV
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9.2K |
10 years ago |
| 12 |
Progressive Growing of GANs for Improved Quality, Stability, and Variation
Tero Karras, Timo Aila, ... (+2 more)
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👻
Ghosted
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cs.NE
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8.2K |
8 years ago |
| 13 |
Deformable DETR: Deformable Transformers for End-to-End Object Detection
Xizhou Zhu, Weijie Su, ... (+4 more)
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🌅
Old Age
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cs.CV
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6.8K |
5 years ago |
| 14 |
Adversarial examples in the physical world
Alexey Kurakin, Ian Goodfellow, Samy Bengio
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👻
Ghosted
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cs.CV
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6.5K |
9 years ago |
| 15 |
Categorical Reparameterization with Gumbel-Softmax
Eric Jang, Shixiang Gu, Ben Poole
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👻
Ghosted
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stat.ML
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6.0K |
9 years ago |
| 16 |
Large Scale GAN Training for High Fidelity Natural Image Synthesis
Andrew Brock, Jeff Donahue, Karen Simonyan
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👻
Ghosted
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cs.LG
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6.0K |
7 years ago |
| 17 |
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter
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👻
Ghosted
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cs.LG
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6.0K |
10 years ago |
| 18 |
ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao, Jeffrey Zhao, ... (+5 more)
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👻
Ghosted
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cs.CL
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5.9K |
3 years ago |
| 19 |
Neural Architecture Search with Reinforcement Learning
Barret Zoph, Quoc V. Le
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👻
Ghosted
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cs.LG
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5.8K |
9 years ago |
| 20 |
Understanding deep learning requires rethinking generalization
Chiyuan Zhang, Samy Bengio, ... (+3 more)
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👻
Ghosted
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cs.LG
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5.0K |
9 years ago |
| 21 |
DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang
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🌅
Old Age
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cs.LG
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4.8K |
7 years ago |
| 22 |
Prioritized Experience Replay
Tom Schaul, John Quan, ... (+2 more)
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👻
Ghosted
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cs.LG
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4.2K |
10 years ago |
| 23 |
Density estimation using Real NVP
Laurent Dinh, Jascha Sohl-Dickstein, Samy Bengio
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👻
Ghosted
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cs.LG
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4.2K |
9 years ago |
| 24 |
High-Dimensional Continuous Control Using Generalized Advantage Estimation
John Schulman, Philipp Moritz, ... (+3 more)
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👻
Ghosted
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cs.LG
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4.1K |
10 years ago |
| 25 |
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
Dan Hendrycks, Kevin Gimpel
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👻
Ghosted
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cs.NE
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4.0K |
9 years ago |
| 26 |
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
Jonathan Frankle, Michael Carbin
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👻
Ghosted
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cs.LG
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4.0K |
8 years ago |
| 27 |
Pruning Filters for Efficient ConvNets
Hao Li, Asim Kadav, ... (+3 more)
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👻
Ghosted
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cs.CV
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4.0K |
9 years ago |
| 28 |
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Noam Shazeer, Azalia Mirhoseini, ... (+5 more)
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👻
Ghosted
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cs.LG
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4.0K |
9 years ago |
| 29 |
The Curious Case of Neural Text Degeneration
Ari Holtzman, Jan Buys, ... (+3 more)
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Ghosted
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cs.CL
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3.9K |
6 years ago |
| 30 |
Pointer Sentinel Mixture Models
Stephen Merity, Caiming Xiong, ... (+2 more)
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👻
Ghosted
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cs.CL
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3.7K |
9 years ago |
| 31 |
Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, ... (+2 more)
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👻
Ghosted
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cs.LG
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3.5K |
10 years ago |
| 32 |
DeBERTa: Decoding-enhanced BERT with Disentangled Attention
Pengcheng He, Xiaodong Liu, ... (+2 more)
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👻
Ghosted
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cs.CL
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3.5K |
5 years ago |
| 33 |
Adversarial Machine Learning at Scale
Alexey Kurakin, Ian Goodfellow, Samy Bengio
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👻
Ghosted
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cs.CV
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3.3K |
9 years ago |
| 34 |
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
Nitish Shirish Keskar, Dheevatsa Mudigere, ... (+3 more)
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👻
Ghosted
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cs.LG
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3.3K |
9 years ago |
| 35 |
Flow Matching for Generative Modeling
Yaron Lipman, Ricky T. Q. Chen, ... (+3 more)
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👻
Ghosted
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cs.LG
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3.3K |
3 years ago |
| 36 |
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
Robert Geirhos, Patricia Rubisch, ... (+4 more)
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👻
Ghosted
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cs.CV
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3.0K |
7 years ago |
| 37 |
Ensemble Adversarial Training: Attacks and Defenses
Florian Tramèr, Alexey Kurakin, ... (+4 more)
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👻
Ghosted
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stat.ML
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3.0K |
8 years ago |
| 38 |
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
Sergey Zagoruyko, Nikos Komodakis
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🌅
Old Age
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cs.CV
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2.9K |
9 years ago |
| 39 |
Learning deep representations by mutual information estimation and maximization
R Devon Hjelm, Alex Fedorov, ... (+5 more)
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👻
Ghosted
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stat.ML
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2.9K |
7 years ago |
| 40 |
Deep Graph Infomax
Petar Veličković, William Fedus, ... (+4 more)
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👻
Ghosted
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stat.ML
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2.8K |
7 years ago |
| 41 |
Temporal Ensembling for Semi-Supervised Learning
Samuli Laine, Timo Aila
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👻
Ghosted
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cs.NE
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2.8K |
9 years ago |
| 42 |
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables
Chris J. Maddison, Andriy Mnih, Yee Whye Teh
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👻
Ghosted
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cs.LG
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2.7K |
9 years ago |
| 43 |
Session-based Recommendations with Recurrent Neural Networks
Balázs Hidasi, Alexandros Karatzoglou, ... (+2 more)
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👻
Ghosted
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cs.LG
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2.7K |
10 years ago |
| 44 |
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, ... (+2 more)
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👻
Ghosted
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cs.LG
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2.6K |
7 years ago |
| 45 |
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Rinon Gal, Yuval Alaluf, ... (+5 more)
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👻
Ghosted
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cs.CV
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2.5K |
3 years ago |
| 46 |
Prompt-to-Prompt Image Editing with Cross Attention Control
Amir Hertz, Ron Mokady, ... (+4 more)
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👻
Ghosted
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cs.CV
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2.4K |
3 years ago |
| 47 |
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
Shiyu Liang, Yixuan Li, R. Srikant
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👻
Ghosted
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cs.LG
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2.4K |
8 years ago |
| 48 |
A Structured Self-attentive Sentence Embedding
Zhouhan Lin, Minwei Feng, ... (+5 more)
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👻
Ghosted
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cs.CL
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2.3K |
9 years ago |
| 49 |
Mixed Precision Training
Paulius Micikevicius, Sharan Narang, ... (+9 more)
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👻
Ghosted
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cs.AI
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2.2K |
8 years ago |
| 50 |
Variational image compression with a scale hyperprior
Johannes Ballé, David Minnen, ... (+3 more)
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👻
Ghosted
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eess.IV
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2.2K |
8 years ago |