Layer Normalization

21 July 2016

Jimmy Lei Ba

Papers citing "Layer Normalization"

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Title
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies A. Chandar Chinnadhurai Sankar Eugene Vorontsov Samira Ebrahimi Kahou Yoshua Bengio 34 56 0 22 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 27 173 0 21 Jan 2019
Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies Kyoung-Woon On Eun-Sol Kim Y. Heo Byoung-Tak Zhang 11 0 0 20 Jan 2019
Stroke-based sketched symbol reconstruction and segmentation Kurmanbek Kaiyrbekov M. Sezgin 22 19 0 10 Jan 2019
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 33 168 0 10 Jan 2019
Context Aware Machine Learning Yun Zeng 24 3 0 10 Jan 2019
Deep Neural Networks Predicting Oil Movement in a Development Unit Pavel Temirchev M. Simonov R. Kostoev Evgeny Burnaev Ivan Oseledets A. Akhmetov A. Margarit A. Sitnikov D. Koroteev AI4CE 24 50 0 08 Jan 2019
Team Papelo: Transformer Networks at FEVER Christopher Malon 27 43 0 08 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 22 70 0 08 Jan 2019
FIGR: Few-shot Image Generation with Reptile Louis Clouâtre Marc Demers GAN VLM 11 95 0 08 Jan 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 26 124 0 31 Dec 2018
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input Junliang Guo Xu Tan Di He Tao Qin Linli Xu Tie-Yan Liu 19 125 0 23 Dec 2018
Slimmable Neural Networks Jiahui Yu L. Yang N. Xu Jianchao Yang Thomas Huang 38 548 0 21 Dec 2018
DTMT: A Novel Deep Transition Architecture for Neural Machine Translation Fandong Meng Jinchao Zhang AI4CE 32 44 0 19 Dec 2018
Speech and Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 17 30 0 13 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 62 477 0 12 Dec 2018
Controlling Covariate Shift using Balanced Normalization of Weights Aaron Defazio Léon Bottou 21 0 0 11 Dec 2018
Accelerating Convolutional Neural Networks via Activation Map Compression Georgios Georgiadis 23 72 0 10 Dec 2018
Theoretical Analysis of Auto Rate-Tuning by Batch Normalization Sanjeev Arora Zhiyuan Li Kaifeng Lyu 34 131 0 10 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 25 66 0 10 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions Han-Jia Ye Hexiang Hu De-Chuan Zhan Fei Sha 68 657 0 10 Dec 2018
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks Xiaoyong Yuan Zheng Feng Matthew Norton Xiaolin Li 14 24 0 08 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 43 805 0 06 Dec 2018
Video Action Transformer Network Rohit Girdhar João Carreira Carl Doersch Andrew Zisserman ViT 28 703 0 06 Dec 2018
Zero-Shot Anticipation for Instructional Activities Fadime Sener Angela Yao LM&Ro 31 68 0 06 Dec 2018
Summarizing Videos with Attention Jiri Fajtl Hajar Sadeghi Sokeh Vasileios Argyriou D. Monekosso Paolo Remagnino 19 188 0 05 Dec 2018
CompILE: Compositional Imitation Learning and Execution Thomas Kipf Yujia Li H. Dai V. Zambaldi Alvaro Sanchez-Gonzalez Edward Grefenstette Pushmeet Kohli Peter W. Battaglia VLM 30 13 0 04 Dec 2018
Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks Patricia Vitoria Joan Sintes C. Ballester GAN 25 29 0 03 Dec 2018
Resource Constrained Deep Reinforcement Learning Abhinav Bhatia Pradeep Varakantham Akshat Kumar 20 45 0 03 Dec 2018
Learning Speaker Representations with Mutual Information Mirco Ravanelli Yoshua Bengio SSL DRL 27 91 0 01 Dec 2018
Classification is a Strong Baseline for Deep Metric Learning Andrew Zhai Hao Wu VLM 39 25 0 30 Nov 2018
Learning to Reason with Third-Order Tensor Products Imanol Schlag Jürgen Schmidhuber NAI 25 64 0 29 Nov 2018
Deep learning for pedestrians: backpropagation in CNNs L. Boué 3DV PINN 21 4 0 29 Nov 2018
Partial Convolution based Padding Guilin Liu Kevin J. Shih Ting-Chun Wang F. Reda Karan Sapra Zhiding Yu Andrew Tao Bryan Catanzaro VLM 30 91 0 28 Nov 2018
Neural Sign Language Translation based on Human Keypoint Estimation Sang-Ki Ko Chang Jo Kim Hyedong Jung Choongsang Cho SLR 35 207 0 28 Nov 2018
Fast Object Detection in Compressed Video Shiyao Wang Hongchao Lu Zhidong Deng ObjD 30 59 0 27 Nov 2018
WarpGAN: Automatic Caricature Generation Yichun Shi Debayan Deb Anil K. Jain GAN CVBM PICV 27 79 0 25 Nov 2018
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction Alaaeldin El-Nouby Shikhar Sharma Hannes Schulz Devon Hjelm Layla El Asri Samira Ebrahimi Kahou Yoshua Bengio Graham W.Taylor VLM 31 121 0 24 Nov 2018
Interpretable Convolutional Filters with SincNet Mirco Ravanelli Yoshua Bengio 21 104 0 23 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 47 1,077 0 21 Nov 2018
Regularizing by the Variance of the Activations' Sample-Variances Etai Littwin Lior Wolf VLM 23 12 0 21 Nov 2018
Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks Raghavendra Selvan Thomas Kipf Max Welling Antonio Garcia-Uceda Juarez J. Pedersen Jens Petersen Marleen de Bruijne 36 12 0 21 Nov 2018
Reinforcement Learning with A* and a Deep Heuristic A. Keselman S. Ten A. Ghazali Majed Jubeh 21 14 0 19 Nov 2018
Do Normalization Layers in a Deep ConvNet Really Need to Be Distinct? Ping Luo Zhanglin Peng Jiamin Ren Ruimao Zhang FAtt OOD 22 7 0 19 Nov 2018
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Yunbo Wang Jianjin Zhang Hongyu Zhu Mingsheng Long Jianmin Wang Philip S Yu AI4TS 36 318 0 19 Nov 2018
Visual-Texual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks Chenchen Li Jialin Wang Hongwei Wang Miao Zhao Wenjie Li Xiaotie Deng 19 20 0 19 Nov 2018
The PyTorch-Kaldi Speech Recognition Toolkit Mirco Ravanelli Titouan Parcollet Yoshua Bengio VLM OffRL 14 226 0 19 Nov 2018
Streaming End-to-end Speech Recognition For Mobile Devices Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw R. Álvarez ... K. Sim Tom Bagby Shuo-yiin Chang Kanishka Rao A. Gruenstein 54 624 0 15 Nov 2018
A General Method for Amortizing Variational Filtering Joseph Marino Milan Cvitkovic Yisong Yue 27 34 0 13 Nov 2018
CUNI System for the WMT18 Multimodal Translation Task Jindřich Helcl Jindrich Libovický Dušan Variš 16 57 0 12 Nov 2018