💀 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 Language Models are Few-Shot Learners
Tom B. Brown, Benjamin Mann, ... (+29 more)
👻 Ghosted cs.CL 54.2K 5 years ago
6 PyTorch: An Imperative Style, High-Performance Deep Learning Library
Adam Paszke, Sam Gross, ... (+19 more)
👻 Ghosted cs.LG 49.7K 6 years ago
7 XGBoost: A Scalable Tree Boosting System
Tianqi Chen, Carlos Guestrin
👻 Ghosted cs.LG 49.2K 10 years ago
8 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
👻 Ghosted cs.LG 46.0K 11 years ago
9 You Only Look Once: Unified, Real-Time Object Detection
Joseph Redmon, Santosh Divvala, ... (+2 more)
👻 Ghosted cs.CV 43.4K 10 years ago
10 SSD: Single Shot MultiBox Detector
Wei Liu, Dragomir Anguelov, ... (+5 more)
🌅 Old Age cs.CV 33.8K 10 years ago
11 Semi-Supervised Classification with Graph Convolutional Networks
Thomas N. Kipf, Max Welling
👻 Ghosted cs.LG 33.5K 9 years ago
12 Squeeze-and-Excitation Networks
Jie Hu, Li Shen, ... (+3 more)
🌅 Old Age cs.CV 32.3K 8 years ago
13 A Unified Approach to Interpreting Model Predictions
Scott Lundberg, Su-In Lee
👻 Ghosted cs.AI 30.8K 8 years ago
14 Rethinking the Inception Architecture for Computer Vision
Christian Szegedy, Vincent Vanhoucke, ... (+3 more)
👻 Ghosted cs.CV 30.2K 10 years ago
15 RoBERTa: A Robustly Optimized BERT Pretraining Approach
Yinhan Liu, Myle Ott, ... (+8 more)
👻 Ghosted cs.CL 28.4K 6 years ago
16 Fast R-CNN
Ross Girshick
🌅 Old Age cs.CV 27.7K 10 years ago
17 Feature Pyramid Networks for Object Detection
Tsung-Yi Lin, Piotr Dollár, ... (+4 more)
👻 Ghosted cs.CV 25.7K 9 years ago
18 Proximal Policy Optimization Algorithms
John Schulman, Filip Wolski, ... (+3 more)
👻 Ghosted cs.LG 25.1K 8 years ago
19 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
20 Graph Attention Networks
Petar Veličković, Guillem Cucurull, ... (+4 more)
👻 Ghosted stat.ML 24.7K 8 years ago
21 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Colin Raffel, Noam Shazeer, ... (+7 more)
👻 Ghosted cs.LG 24.4K 6 years ago
22 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard, Menglong Zhu, ... (+6 more)
👻 Ghosted cs.CV 24.0K 8 years ago
23 Distilling the Knowledge in a Neural Network
Geoffrey Hinton, Oriol Vinyals, Jeff Dean
👻 Ghosted stat.ML 22.9K 11 years ago
24 Communication-Efficient Learning of Deep Networks from Decentralized Data
H. Brendan McMahan, Eider Moore, ... (+3 more)
👻 Ghosted cs.LG 22.5K 10 years ago
25 CBAM: Convolutional Block Attention Module
Sanghyun Woo, Jongchan Park, ... (+2 more)
👻 Ghosted cs.CV 21.8K 7 years ago
26 Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola, Jun-Yan Zhu, ... (+2 more)
🌅 Old Age cs.CV 21.7K 9 years ago
27 DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, George Papandreou, ... (+3 more)
👻 Ghosted cs.CV 20.4K 9 years ago
28 "Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
👻 Ghosted cs.LG 20.3K 10 years ago
29 Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, ... (+2 more)
👻 Ghosted cs.CV 20.1K 11 years ago
30 TensorFlow: A system for large-scale machine learning
Martín Abadi, Paul Barham, ... (+20 more)
👻 Ghosted cs.DC 19.3K 9 years ago
31 Inductive Representation Learning on Large Graphs
William L. Hamilton, Rex Ying, Jure Leskovec
👻 Ghosted cs.SI 18.5K 8 years ago
32 SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla
👻 Ghosted cs.CV 17.5K 10 years ago
33 YOLO9000: Better, Faster, Stronger
Joseph Redmon, Ali Farhadi
👻 Ghosted cs.CV 17.2K 9 years ago
34 Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
👻 Ghosted cs.CV 17.0K 9 years ago
35 PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Charles R. Qi, Hao Su, ... (+2 more)
👻 Ghosted cs.CV 16.7K 9 years ago
36 Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
Christian Szegedy, Sergey Ioffe, ... (+2 more)
👻 Ghosted cs.CV 15.2K 10 years ago
37 Continuous control with deep reinforcement learning
Timothy P. Lillicrap, Jonathan J. Hunt, ... (+6 more)
👻 Ghosted cs.LG 14.9K 10 years ago
38 Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Alec Radford, Luke Metz, Soumith Chintala
👻 Ghosted cs.LG 14.9K 10 years ago
39 FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff, Dmitry Kalenichenko, James Philbin
👻 Ghosted cs.CV 14.4K 11 years ago
40 Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He, Haoqi Fan, ... (+3 more)
📜 Death by README cs.CV 14.3K 6 years ago
41 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
42 Pyramid Scene Parsing Network
Hengshuang Zhao, Jianping Shi, ... (+3 more)
👻 Ghosted cs.CV 13.7K 9 years ago
43 PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Charles R. Qi, Li Yi, ... (+2 more)
👻 Ghosted cs.CV 13.3K 8 years ago
44 The Cityscapes Dataset for Semantic Urban Scene Understanding
Marius Cordts, Mohamed Omran, ... (+7 more)
👻 Ghosted cs.CV 13.0K 9 years ago
45 A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras, Samuli Laine, Timo Aila
👻 Ghosted cs.NE 12.3K 7 years ago
46 BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Mike Lewis, Yinhan Liu, ... (+6 more)
👻 Ghosted cs.CL 12.3K 6 years ago
47 Deep contextualized word representations
Matthew E. Peters, Mark Neumann, ... (+5 more)
👻 Ghosted cs.CL 12.0K 8 years ago
48 Layer Normalization
Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton
👻 Ghosted stat.ML 12.0K 9 years ago
49 node2vec: Scalable Feature Learning for Networks
Aditya Grover, Jure Leskovec
👻 Ghosted cs.SI 11.9K 9 years ago
50 Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Christian Ledig, Lucas Theis, ... (+9 more)
👻 Ghosted cs.CV 11.8K 9 years ago