Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Accent Estimation of Japanese Words from Their Surfaces and Romanizations for Building Large Vocabulary Accent Dictionaries Hideyuki Tachibana Yotaro Katayama 14 5 0 21 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 36 79 0 17 Sep 2020
Adaptive Label Smoothing Ujwal Krothapalli A. Lynn Abbott 33 9 0 14 Sep 2020
Finite Group Equivariant Neural Networks for Games Oisín Carroll Joeran Beel 43 1 0 10 Sep 2020
A Survey on Assessing the Generalization Envelope of Deep Neural Networks: Predictive Uncertainty, Out-of-distribution and Adversarial Samples Julia Lust A. P. Condurache UQCV AAML AI4CE 29 7 0 21 Aug 2020
Do Syntax Trees Help Pre-trained Transformers Extract Information? Devendra Singh Sachan Yuhao Zhang Peng Qi William L. Hamilton 8 79 0 20 Aug 2020
Very Deep Transformers for Neural Machine Translation Xiaodong Liu Kevin Duh Liyuan Liu Jianfeng Gao 13 102 0 18 Aug 2020
Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting Yida Huang Ziheng Duan Haoyan Xu Jie Feng Anni Ren Pengyu Song Xiaoqian Wang AI4TS 18 4 0 18 Aug 2020
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals George H. Chen 20 15 0 25 Jul 2020
Regularizing Deep Networks with Semantic Data Augmentation Yulin Wang Gao Huang Shiji Song Xuran Pan Yitong Xia Cheng Wu 19 155 0 21 Jul 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Zhengyang Shen Lingshen He Zhouchen Lin Jinwen Ma 9 44 0 20 Jul 2020
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering Di Ma Fan Zhang David R. Bull 24 65 0 14 Jul 2020
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr Xingjian Li Haoyi Xiong Haozhe An Chengzhong Xu Dejing Dou ODL 20 39 0 07 Jul 2020
Feature-Dependent Cross-Connections in Multi-Path Neural Networks Dumindu Tissera H. W. M. K. Vithanage Rukshan Wijesinghe Kumara Kahatapitiya Subha Fernando Ranga Rodrigo 26 3 0 24 Jun 2020
Exploiting Contextual Information with Deep Neural Networks Ismail Elezi 23 3 0 21 Jun 2020
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching Junyi Gao Cao Xiao Lucas Glass Jimeng Sun 25 64 0 15 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 23 7 0 05 Jun 2020
milliEgo: Single-chip mmWave Radar Aided Egomotion Estimation via Deep Sensor Fusion Chris Xiaoxuan Lu Muhamad Risqi U. Saputra Peijun Zhao Yasin Almalioglu Pedro Porto Buarque de Gusmão Changhao Chen Ke Sun A. Trigoni Andrew Markham 33 4 0 03 Jun 2020
Character-level Transformer-based Neural Machine Translation Nikolay Banar Walter Daelemans M. Kestemont 11 20 0 22 May 2020
The effect of Target Normalization and Momentum on Dying ReLU Isac Arnekvist J. Carvalho Danica Kragic J. A. Stork 8 16 0 13 May 2020
Deep Learning: Our Miraculous Year 1990-1991 J. Schmidhuber 3DGS MedIm 22 6 0 12 May 2020
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese Edresson Casanova A. Júnior C. Shulby F. S. Oliveira João Paulo Teixeira M. Ponti S. Aluísio 14 23 0 11 May 2020
Noisy Differentiable Architecture Search Xiangxiang Chu Bo-Wen Zhang 20 41 0 07 May 2020
Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim M. S. Brown 18 183 0 01 May 2020
On Deep Instrumental Variables Estimate Ruiqi Liu Zuofeng Shang Guang Cheng 26 26 0 30 Apr 2020
Let's be Humorous: Knowledge Enhanced Humor Generation Hang Zhang Dayiheng Liu Jiancheng Lv Cheng Luo 25 13 0 28 Apr 2020
Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology Arda Akdemir T. Shibuya Tunga Güngör 22 1 0 25 Apr 2020
Graph Highway Networks Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose GNN 31 5 0 09 Apr 2020
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Donghyun Choi M. Shin EungGyun Kim Dong Ryeol Shin 33 123 0 07 Apr 2020
Geometrically Principled Connections in Graph Neural Networks Shunwang Gong Mehdi Bahri M. Bronstein S. Zafeiriou GNN AI4CE 19 21 0 06 Apr 2020
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs Jun Chen L. Liu Yong Liu Xianfang Zeng MQ 41 26 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 30 1,091 0 06 Apr 2020
Fractional Deep Neural Network via Constrained Optimization Harbir Antil R. Khatri R. Löhner Deepanshu Verma 30 29 0 01 Apr 2020
Learning Latent Causal Structures with a Redundant Input Neural Network Jonathan D. Young Bryan Andrews G. Cooper Xinghua Lu CML 19 8 0 29 Mar 2020
SuperNet -- An efficient method of neural networks ensembling Ludwik Bukowski W. Dzwinel 16 2 0 29 Mar 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 33 11 0 26 Mar 2020
Weight mechanism: adding a constant in concatenation of series connect Xiaojie Qi 11 0 0 07 Mar 2020
Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks Jun Chen Yong Liu Hao Zhang Shengnan Hou Jian Yang MQ 25 7 0 04 Mar 2020
MRI Super-Resolution with GAN and 3D Multi-Level DenseNet: Smaller, Faster, and Better Yuhua Chen A. Christodoulou Zhengwei Zhou Feng Shi Yibin Xie Debiao Li MedIm SupR 20 44 0 02 Mar 2020
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units Zhanzhan Cheng Yunlu Xu Mingjian Cheng Yu Qiao Shiliang Pu Yi Niu Fei Wu 16 8 0 26 Feb 2020
Multi-layer Representation Fusion for Neural Machine Translation Qiang Wang Fuxue Li Tong Xiao Yanyang Li Yinqiao Li Jingbo Zhu AI4CE 33 52 0 16 Feb 2020
Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? -- A Neural Tangent Kernel Perspective Kaixuan Huang Yuqing Wang Molei Tao T. Zhao MLT 19 97 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020
ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting J. Dabrowski Yifan Zhang Ashfaqur Rahman AI4TS 16 36 0 11 Feb 2020
Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series Xian Wu Chao Huang Pablo Robles-Granda Nitesh V. Chawla AI4TS 14 14 0 10 Feb 2020
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction Leila Saadatifard Aryan Mobiny Pavel A. Govyadinov H. Nguyen D. Mayerich 3DV 12 2 0 04 Feb 2020
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem J. Hofmanninger F. Prayer Jeanny Pan Sebastian Rohrich H. Prosch Georg Langs 38 46 0 31 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 19 110 0 21 Jan 2020
Concurrently Extrapolating and Interpolating Networks for Continuous Model Generation Lijun Zhao Jinjing Zhang Fan Zhang Anhong Wang H. Bai Yao-Min Zhao 25 0 0 12 Jan 2020
The Effect of Data Ordering in Image Classification E. Can Aysu Ezen-Can OOD 11 0 0 08 Jan 2020