💀 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 SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
🌅 Old Age cs.LG 9.8K 9 years ago
2 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
3 DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang
🌅 Old Age cs.LG 4.8K 7 years ago
4 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
5 AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Dan Hendrycks, Norman Mu, ... (+4 more)
🌅 Old Age stat.ML 1.5K 6 years ago
6 Decoupling Representation and Classifier for Long-Tailed Recognition
Bingyi Kang, Saining Xie, ... (+5 more)
🌅 Old Age cs.CV 1.4K 6 years ago
7 Mitigating Adversarial Effects Through Randomization
Cihang Xie, Jianyu Wang, ... (+3 more)
🌅 Old Age cs.CV 1.2K 8 years ago
8 Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights
Aojun Zhou, Anbang Yao, ... (+3 more)
🌅 Old Age cs.CV 1.1K 9 years ago
9 The relativistic discriminator: a key element missing from standard GAN
Alexia Jolicoeur-Martineau
🌅 Old Age cs.LG 1.1K 7 years ago
10 SNAS: Stochastic Neural Architecture Search
Sirui Xie, Hehui Zheng, ... (+2 more)
🌅 Old Age cs.LG 986 7 years ago
11 Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning
William Lotter, Gabriel Kreiman, David Cox
🌅 Old Age cs.LG 978 9 years ago
12 The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Jiayuan Mao, Chuang Gan, ... (+3 more)
🌅 Old Age cs.CV 797 6 years ago
13 SMASH: One-Shot Model Architecture Search through HyperNetworks
Andrew Brock, Theodore Lim, ... (+2 more)
🌅 Old Age cs.LG 795 8 years ago
14 Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
Yanbin Liu, Juho Lee, ... (+5 more)
🌅 Old Age cs.LG 730 7 years ago
15 Slimmable Neural Networks
Jiahui Yu, Linjie Yang, ... (+3 more)
🌅 Old Age cs.CV 620 7 years ago
16 CLEVRER: CoLlision Events for Video REpresentation and Reasoning
Kexin Yi, Chuang Gan, ... (+5 more)
🌅 Old Age cs.CV 551 6 years ago
17 FreeLB: Enhanced Adversarial Training for Natural Language Understanding
Chen Zhu, Yu Cheng, ... (+4 more)
🌅 Old Age cs.CL 493 6 years ago
18 Revisiting Few-sample BERT Fine-tuning
Tianyi Zhang, Felix Wu, ... (+3 more)
🌅 Old Age cs.CL 491 5 years ago
19 Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids
Yunzhu Li, Jiajun Wu, ... (+3 more)
🌅 Old Age cs.LG 444 7 years ago
20 Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors
Andrew Ilyas, Logan Engstrom, Aleksander Madry
🌅 Old Age stat.ML 413 7 years ago
21 Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
🌅 Old Age cs.LG 386 5 years ago
22 Building Generalizable Agents with a Realistic and Rich 3D Environment
Yi Wu, Yuxin Wu, ... (+2 more)
🌅 Old Age cs.LG 355 8 years ago
23 PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
Yuliang Zou, Zizhao Zhang, ... (+5 more)
🌅 Old Age cs.CV 354 5 years ago
24 Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
Qian Huang, Horace He, ... (+3 more)
🌅 Old Age cs.LG 311 5 years ago
25 MMA Training: Direct Input Space Margin Maximization through Adversarial Training
Gavin Weiguang Ding, Yash Sharma, ... (+2 more)
🌅 Old Age cs.LG 299 7 years ago
26 DeepV2D: Video to Depth with Differentiable Structure from Motion
Zachary Teed, Jia Deng
🌅 Old Age cs.CV 298 7 years ago
27 Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU
Mohammad Babaeizadeh, Iuri Frosio, ... (+3 more)
🌅 Old Age cs.LG 291 9 years ago
28 Episodic Curiosity through Reachability
Nikolay Savinov, Anton Raichuk, ... (+5 more)
🌅 Old Age cs.LG 287 7 years ago
29 LAMOL: LAnguage MOdeling for Lifelong Language Learning
Fan-Keng Sun, Cheng-Hao Ho, Hung-Yi Lee
🌅 Old Age cs.CL 243 6 years ago
30 Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks
Victor Campos, Brendan Jou, ... (+3 more)
🌅 Old Age cs.AI 227 8 years ago
31 On the Quantitative Analysis of Decoder-Based Generative Models
Yuhuai Wu, Yuri Burda, ... (+2 more)
🌅 Old Age cs.LG 226 9 years ago
32 Deep Probabilistic Programming
Dustin Tran, Matthew D. Hoffman, ... (+4 more)
🌅 Old Age stat.ML 201 9 years ago
33 CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
Rohit Girdhar, Deva Ramanan
🌅 Old Age cs.CV 195 6 years ago
34 Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz
🌅 Old Age cs.LG 191 6 years ago
35 Certified Defenses for Adversarial Patches
Ping-Yeh Chiang, Renkun Ni, ... (+4 more)
🌅 Old Age cs.CR 189 6 years ago
36 Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen, Rishabh Jangir, ... (+6 more)
🌅 Old Age cs.LG 183 5 years ago
37 Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network
Xuanqing Liu, Yao Li, ... (+2 more)
🌅 Old Age cs.LG 182 7 years ago
38 DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
Xiangxiang Chu, Xiaoxing Wang, ... (+4 more)
🌅 Old Age cs.LG 182 5 years ago
39 Trellis Networks for Sequence Modeling
Shaojie Bai, J. Zico Kolter, Vladlen Koltun
🌅 Old Age cs.LG 162 7 years ago
40 Exploring Model-based Planning with Policy Networks
Tingwu Wang, Jimmy Ba
🌅 Old Age cs.LG 162 6 years ago
41 Learning to Infer and Execute 3D Shape Programs
Yonglong Tian, Andrew Luo, ... (+5 more)
🌅 Old Age cs.CV 154 7 years ago
42 R-GAP: Recursive Gradient Attack on Privacy
Junyi Zhu, Matthew Blaschko
🌅 Old Age cs.LG 154 5 years ago
43 Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
Jungo Kasai, Nikolaos Pappas, ... (+3 more)
🌅 Old Age cs.CL 151 5 years ago
44 Generalizable Adversarial Training via Spectral Normalization
Farzan Farnia, Jesse M. Zhang, David Tse
🌅 Old Age cs.LG 148 7 years ago
45 Learning Intrinsic Sparse Structures within Long Short-Term Memory
Wei Wen, Yuxiong He, ... (+7 more)
🌅 Old Age cs.LG 142 8 years ago
46 AtomNAS: Fine-Grained End-to-End Neural Architecture Search
Jieru Mei, Yingwei Li, ... (+5 more)
🌅 Old Age cs.CV 110 6 years ago
47 Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition
Chun-Fu Chen, Quanfu Fan, ... (+3 more)
🌅 Old Age cs.CV 100 7 years ago
48 Memory-Based Graph Networks
Amir Hosein Khasahmadi, Kaveh Hassani, ... (+3 more)
🌅 Old Age cs.LG 99 6 years ago
49 DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
Taihong Xiao, Jiapeng Hong, Jinwen Ma
🌅 Old Age cs.CV 92 8 years ago
50 Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models
Mitch Hill, Jonathan Mitchell, Song-Chun Zhu
🌅 Old Age stat.ML 87 5 years ago