💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 1, showing 50 papers

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