💀 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 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
👻 Ghosted cs.LG 46.0K 11 years ago
2 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
3 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
4 SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla
👻 Ghosted cs.CV 17.5K 10 years ago
5 Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Yarin Gal, Zoubin Ghahramani
👻 Ghosted stat.ML 11.0K 10 years ago
6 Domain-Adversarial Training of Neural Networks
Yaroslav Ganin, Evgeniya Ustinova, ... (+6 more)
👻 Ghosted stat.ML 10.8K 11 years ago
7 Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Kelvin Xu, Jimmy Ba, ... (+6 more)
👻 Ghosted cs.LG 10.6K 11 years ago
8 Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, ... (+6 more)
👻 Ghosted cs.LG 9.7K 10 years ago
9 Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein, Eric A. Weiss, ... (+2 more)
👻 Ghosted cs.LG 9.2K 11 years ago
10 Neural Message Passing for Quantum Chemistry
Justin Gilmer, Samuel S. Schoenholz, ... (+3 more)
👻 Ghosted cs.LG 8.6K 9 years ago
11 Training data-efficient image transformers & distillation through attention
Hugo Touvron, Matthieu Cord, ... (+4 more)
👻 Ghosted cs.CV 8.5K 5 years ago
12 Trust Region Policy Optimization
John Schulman, Sergey Levine, ... (+3 more)
👻 Ghosted cs.LG 7.6K 11 years ago
13 Axiomatic Attribution for Deep Networks
Mukund Sundararajan, Ankur Taly, Qiqi Yan
👻 Ghosted cs.LG 7.3K 9 years ago
14 On Calibration of Modern Neural Networks
Chuan Guo, Geoff Pleiss, ... (+2 more)
👻 Ghosted cs.LG 7.2K 8 years ago
15 Federated Optimization in Heterogeneous Networks
Tian Li, Anit Kumar Sahu, ... (+4 more)
👻 Ghosted cs.LG 7.0K 7 years ago
16 Addressing Function Approximation Error in Actor-Critic Methods
Scott Fujimoto, Herke van Hoof, David Meger
👻 Ghosted cs.AI 6.4K 8 years ago
17 Robust Speech Recognition via Large-Scale Weak Supervision
Alec Radford, Jong Wook Kim, ... (+4 more)
👻 Ghosted eess.AS 6.1K 3 years ago
18 Learning Transferable Features with Deep Adaptation Networks
Mingsheng Long, Yue Cao, ... (+2 more)
👻 Ghosted cs.LG 5.7K 11 years ago
19 OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Zhe Cao, Gines Hidalgo, ... (+3 more)
👻 Ghosted cs.CV 5.3K 7 years ago
20 Learning without Forgetting
Zhizhong Li, Derek Hoiem
👻 Ghosted cs.CV 5.2K 9 years ago
21 In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi, Cliff Young, ... (+73 more)
👻 Ghosted cs.AR 5.1K 9 years ago
22 Variational Inference with Normalizing Flows
Danilo Jimenez Rezende, Shakir Mohamed
👻 Ghosted stat.ML 4.7K 11 years ago
23 Learning Important Features Through Propagating Activation Differences
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
👻 Ghosted cs.CV 4.4K 9 years ago
24 Dueling Network Architectures for Deep Reinforcement Learning
Ziyu Wang, Tom Schaul, ... (+4 more)
👻 Ghosted cs.LG 4.2K 10 years ago
25 Multimodal Machine Learning: A Survey and Taxonomy
Tadas Baltrušaitis, Chaitanya Ahuja, Louis-Philippe Morency
👻 Ghosted cs.LG 3.7K 9 years ago
26 End-to-End Training of Deep Visuomotor Policies
Sergey Levine, Chelsea Finn, ... (+2 more)
👻 Ghosted cs.LG 3.7K 11 years ago
27 Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, ... (+3 more)
👻 Ghosted cs.CL 3.5K 9 years ago
28 Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena, Christopher Olah, Jonathon Shlens
👻 Ghosted stat.ML 3.4K 9 years ago
29 Complex Embeddings for Simple Link Prediction
Théo Trouillon, Johannes Welbl, ... (+3 more)
👻 Ghosted cs.AI 3.4K 9 years ago
30 Understanding Black-box Predictions via Influence Functions
Pang Wei Koh, Percy Liang
👻 Ghosted stat.ML 3.4K 9 years ago
31 Generative Adversarial Text to Image Synthesis
Scott Reed, Zeynep Akata, ... (+4 more)
👻 Ghosted cs.NE 3.4K 10 years ago
32 A Call for Clarity in Reporting BLEU Scores
Matt Post
👻 Ghosted cs.CL 3.3K 8 years ago
33 Automatic differentiation in machine learning: a survey
Atilim Gunes Baydin, Barak A. Pearlmutter, ... (+2 more)
👻 Ghosted cs.SC 3.3K 11 years ago
34 Unsupervised Deep Embedding for Clustering Analysis
Junyuan Xie, Ross Girshick, Ali Farhadi
👻 Ghosted cs.LG 3.3K 10 years ago
35 A Survey on Visual Transformer
Kai Han, Yunhe Wang, ... (+11 more)
👻 Ghosted cs.CV 3.2K 5 years ago
36 CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, ... (+6 more)
👻 Ghosted cs.CV 3.2K 8 years ago
37 Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Dario Amodei, Rishita Anubhai, ... (+32 more)
👻 Ghosted cs.CL 3.1K 10 years ago
38 Towards Federated Learning at Scale: System Design
Keith Bonawitz, Hubert Eichner, ... (+12 more)
👻 Ghosted cs.LG 3.0K 7 years ago
39 Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning
Takeru Miyato, Shin-ichi Maeda, ... (+2 more)
👻 Ghosted stat.ML 3.0K 9 years ago
40 Efficient Neural Architecture Search via Parameter Sharing
Hieu Pham, Melody Y. Guan, ... (+3 more)
👻 Ghosted cs.LG 2.9K 8 years ago
41 Direct Sparse Odometry
Jakob Engel, Vladlen Koltun, Daniel Cremers
👻 Ghosted cs.CV 2.8K 9 years ago
42 Pixel Recurrent Neural Networks
Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu
👻 Ghosted cs.CV 2.8K 10 years ago
43 An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition
Baoguang Shi, Xiang Bai, Cong Yao
👻 Ghosted cs.CV 2.8K 10 years ago
44 Language Modeling with Gated Convolutional Networks
Yann N. Dauphin, Angela Fan, ... (+2 more)
👻 Ghosted cs.CL 2.7K 9 years ago
45 Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.7K 11 years ago
46 Deep Transfer Learning with Joint Adaptation Networks
Mingsheng Long, Han Zhu, ... (+2 more)
👻 Ghosted cs.LG 2.7K 10 years ago
47 Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
Lisha Li, Kevin Jamieson, ... (+3 more)
👻 Ghosted cs.LG 2.6K 10 years ago
48 EIE: Efficient Inference Engine on Compressed Deep Neural Network
Song Han, Xingyu Liu, ... (+5 more)
👻 Ghosted cs.CV 2.6K 10 years ago
49 Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
👻 Ghosted cs.LG 2.4K 10 years ago
50 PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
Jingqing Zhang, Yao Zhao, ... (+2 more)
👻 Ghosted cs.CL 2.3K 6 years ago