💀 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 Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, ... (+2 more)
🌅 Old Age cs.CV 220.4K 10 years ago
2 Attention Is All You Need
Ashish Vaswani, Noam Shazeer, ... (+6 more)
🌅 Old Age cs.CL 166.0K 8 years ago
3 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, ... (+2 more)
🌅 Old Age cs.CL 110.2K 7 years ago
4 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, ... (+2 more)
🌅 Old Age cs.CV 70.4K 10 years ago
5 SSD: Single Shot MultiBox Detector
Wei Liu, Dragomir Anguelov, ... (+5 more)
🌅 Old Age cs.CV 33.8K 10 years ago
6 Squeeze-and-Excitation Networks
Jie Hu, Li Shen, ... (+3 more)
🌅 Old Age cs.CV 32.3K 8 years ago
7 Fast R-CNN
Ross Girshick
🌅 Old Age cs.CV 27.7K 10 years ago
8 Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Ramprasaath R. Selvaraju, Michael Cogswell, ... (+4 more)
🌅 Old Age cs.CV 24.9K 9 years ago
9 Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola, Jun-Yan Zhu, ... (+2 more)
🌅 Old Age cs.CV 21.7K 9 years ago
10 Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
🌅 Old Age cs.LG 13.8K 9 years ago
11 Aggregated Residual Transformations for Deep Neural Networks
Saining Xie, Ross Girshick, ... (+3 more)
🌅 Old Age cs.CV 11.4K 9 years ago
12 Identity Mappings in Deep Residual Networks
Kaiming He, Xiangyu Zhang, ... (+2 more)
🌅 Old Age cs.CV 11.0K 10 years ago
13 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, ... (+2 more)
🌅 Old Age cs.LG 10.4K 8 years ago
14 Non-local Neural Networks
Xiaolong Wang, Ross Girshick, ... (+2 more)
🌅 Old Age cs.CV 9.9K 8 years ago
15 SGDR: Stochastic Gradient Descent with Warm Restarts
Ilya Loshchilov, Frank Hutter
🌅 Old Age cs.LG 9.8K 9 years ago
16 XLNet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, ... (+4 more)
🌅 Old Age cs.CL 9.2K 6 years ago
17 Wide Residual Networks
Sergey Zagoruyko, Nikos Komodakis
🌅 Old Age cs.CV 8.7K 9 years ago
18 SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
Forrest N. Iandola, Song Han, ... (+4 more)
🌅 Old Age cs.CV 8.2K 10 years ago
19 ORB-SLAM: a Versatile and Accurate Monocular SLAM System
Raul Mur-Artal, J. M. M. Montiel, Juan D. Tardos
🌅 Old Age cs.RO 7.0K 11 years ago
20 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
21 R-FCN: Object Detection via Region-based Fully Convolutional Networks
Jifeng Dai, Yi Li, ... (+2 more)
🌅 Old Age cs.CV 6.0K 9 years ago
22 Cascade R-CNN: Delving into High Quality Object Detection
Zhaowei Cai, Nuno Vasconcelos
🌅 Old Age cs.CV 5.8K 8 years ago
23 Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Xun Huang, Serge Belongie
🌅 Old Age cs.CV 5.0K 9 years ago
24 DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang
🌅 Old Age cs.LG 4.8K 7 years ago
25 A large annotated corpus for learning natural language inference
Samuel R. Bowman, Gabor Angeli, ... (+2 more)
🌅 Old Age cs.CL 4.6K 10 years ago
26 Improved Regularization of Convolutional Neural Networks with Cutout
Terrance DeVries, Graham W. Taylor
🌅 Old Age cs.CV 4.2K 8 years ago
27 Instance Normalization: The Missing Ingredient for Fast Stylization
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
🌅 Old Age cs.CV 4.0K 9 years ago
28 CSPNet: A New Backbone that can Enhance Learning Capability of CNN
Chien-Yao Wang, Hong-Yuan Mark Liao, ... (+4 more)
🌅 Old Age cs.CV 3.9K 6 years ago
29 HellaSwag: Can a Machine Really Finish Your Sentence?
Rowan Zellers, Ari Holtzman, ... (+3 more)
🌅 Old Age cs.CL 3.7K 6 years ago
30 Neural Graph Collaborative Filtering
Xiang Wang, Xiangnan He, ... (+3 more)
🌅 Old Age cs.IR 3.6K 6 years ago
31 SciBERT: A Pretrained Language Model for Scientific Text
Iz Beltagy, Kyle Lo, Arman Cohan
🌅 Old Age cs.CL 3.5K 7 years ago
32 Glow: Generative Flow with Invertible 1x1 Convolutions
Diederik P. Kingma, Prafulla Dhariwal
🌅 Old Age stat.ML 3.5K 7 years ago
33 FiLM: Visual Reasoning with a General Conditioning Layer
Ethan Perez, Florian Strub, ... (+3 more)
🌅 Old Age cs.CV 3.0K 8 years ago
34 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
35 Cyclical Learning Rates for Training Neural Networks
Leslie N. Smith
🌅 Old Age cs.CV 2.8K 10 years ago
36 LXMERT: Learning Cross-Modality Encoder Representations from Transformers
Hao Tan, Mohit Bansal
🌅 Old Age cs.CL 2.8K 6 years ago
37 PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud
Shaoshuai Shi, Xiaogang Wang, Hongsheng Li
🌅 Old Age cs.CV 2.8K 7 years ago
38 Curiosity-driven Exploration by Self-supervised Prediction
Deepak Pathak, Pulkit Agrawal, ... (+2 more)
🌅 Old Age cs.LG 2.8K 8 years ago
39 Unsupervised Data Augmentation for Consistency Training
Qizhe Xie, Zihang Dai, ... (+3 more)
🌅 Old Age cs.LG 2.6K 6 years ago
40 Decoupled Weight Decay Regularization
Ilya Loshchilov, Frank Hutter
🌅 Old Age cs.LG 2.5K 8 years ago
41 Generative Image Inpainting with Contextual Attention
Jiahui Yu, Zhe Lin, ... (+4 more)
🌅 Old Age cs.CV 2.5K 8 years ago
42 Learning Structured Sparsity in Deep Neural Networks
Wei Wen, Chunpeng Wu, ... (+3 more)
🌅 Old Age cs.NE 2.5K 9 years ago
43 Deep Retinex Decomposition for Low-Light Enhancement
Chen Wei, Wenjing Wang, ... (+2 more)
🌅 Old Age cs.CV 2.3K 7 years ago
44 PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes
Yu Xiang, Tanner Schmidt, ... (+2 more)
🌅 Old Age cs.CV 2.2K 8 years ago
45 Visualizing the Loss Landscape of Neural Nets
Hao Li, Zheng Xu, ... (+3 more)
🌅 Old Age cs.LG 2.2K 8 years ago
46 Moment Matching for Multi-Source Domain Adaptation
Xingchao Peng, Qinxun Bai, ... (+4 more)
🌅 Old Age cs.CV 2.2K 7 years ago
47 Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?
Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh
🌅 Old Age cs.CV 2.1K 8 years ago
48 Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
Taeksoo Kim, Moonsu Cha, ... (+3 more)
🌅 Old Age cs.CV 2.1K 9 years ago
49 Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
Shifeng Zhang, Cheng Chi, ... (+3 more)
🌅 Old Age cs.CV 1.9K 6 years ago
50 Free-Form Image Inpainting with Gated Convolution
Jiahui Yu, Zhe Lin, ... (+4 more)
🌅 Old Age cs.CV 1.9K 7 years ago