Highway Networks

3 May 2015

Papers citing "Highway Networks"

50 / 304 papers shown

Title
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 67 43 0 05 Aug 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
Rewiring the Transformer with Depth-Wise LSTMs Hongfei Xu Yang Song Qiuhui Liu Josef van Genabith Deyi Xiong 51 6 0 13 Jul 2020
Client Adaptation improves Federated Learning with Simulated Non-IID Clients Laura Rieger Rasmus M. Th. Høegh Lars Kai Hansen FedML 29 6 0 09 Jul 2020
Expressivity of Deep Neural Networks Ingo Gühring Mones Raslan Gitta Kutyniok 25 51 0 09 Jul 2020
GateNet: Gating-Enhanced Deep Network for Click-Through Rate Prediction Tongwen Huang Qingyun She Zhiqiang Wang Junlin Zhang 40 29 0 06 Jul 2020
Deep Isometric Learning for Visual Recognition Haozhi Qi Chong You Xinyu Wang Yi Ma Jitendra Malik VLM 37 54 0 30 Jun 2020
Hybrid Models for Learning to Branch Prateek Gupta Maxime Gasse Elias Boutros Khalil M. P. Kumar Andrea Lodi Yoshua Bengio GNN 31 123 0 26 Jun 2020
Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Jiankang Deng Yannis Panagakis Stefanos Zafeiriou 29 92 0 20 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
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis Yusuke Yasuda Xin Wang Junichi Yamagishi AI4TS 22 31 0 20 May 2020
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn W. Schuller 46 28 0 18 May 2020
Neighborhood Matching Network for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 29 124 0 12 May 2020
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Eleri Aedmaa H. T. Kruitbosch E. Valentijn Lambert Schomaker 28 20 0 30 Apr 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 51 1,463 0 19 Apr 2020
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks Yekun Chai Jin Shuo Xinwen Hou 28 17 0 17 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 36 197 0 12 Apr 2020
ReZero is All You Need: Fast Convergence at Large Depth Thomas C. Bachlechner Bodhisattwa Prasad Majumder H. H. Mao G. Cottrell Julian McAuley AI4CE 32 276 0 10 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 29 59 0 08 Mar 2020
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning Yeming Wen Dustin Tran Jimmy Ba OOD FedML UQCV 32 483 0 17 Feb 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 18 106 0 15 Feb 2020
Large-Scale Gradient-Free Deep Learning with Recursive Local Representation Alignment Alexander Ororbia A. Mali Daniel Kifer C. Lee Giles 23 2 0 10 Feb 2020
No Routing Needed Between Capsules Adam Byerly T. Kalganova I. Dear 42 67 0 24 Jan 2020
Pelican: A Deep Residual Network for Network Intrusion Detection Peilun Wu Hui Guo Nour Moustafa 17 34 0 19 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 18 85 0 06 Jan 2020
Express Wavenet -- a low parameter optical neural network with random shift wavelet pattern Yingshi Chen 35 6 0 06 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 24 13 0 02 Jan 2020
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 38 168 0 19 Dec 2019
Extensions of the Deep Galerkin Method A. Al-Aradi Adolfo Correia D. Naiff G. Jardim Yuri F. Saporito 16 27 0 30 Nov 2019
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems Qiang Huang Jianhui Bu Weijian Xie Shengwen Yang Weijia Wu Liping Liu 29 17 0 18 Nov 2019
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification Hongwei Dong Siyu Zhang B. Zou Lamei Zhang 16 47 0 16 Nov 2019
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion Xinjing Cheng Peng Wang Chenye Guan Ruigang Yang 20 222 0 13 Nov 2019
BanditRank: Learning to Rank Using Contextual Bandits Phanideep Gampa Sumio Fujita OffRL 27 10 0 23 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 47 668 0 16 Oct 2019
Stabilizing Transformers for Reinforcement Learning Emilio Parisotto H. F. Song Jack W. Rae Razvan Pascanu Çağlar Gülçehre ... Aidan Clark Seb Noury M. Botvinick N. Heess R. Hadsell OffRL 22 360 0 13 Oct 2019
Attention Forcing for Sequence-to-sequence Model Training Qingyun Dou Yiting Lu Joshua Efiong Mark Gales 27 6 0 26 Sep 2019
Jointly Learning Entity and Relation Representations for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 27 152 0 20 Sep 2019
GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation Jiawei Zhang Lin Meng 21 52 0 12 Sep 2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar Thamar Solorio 41 38 0 11 Sep 2019
Humor Detection: A Transformer Gets the Last Laugh Orion Weller Kevin Seppi 72 122 0 31 Aug 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 15 46 0 28 Aug 2019
Adaptive Regularization of Labels Qianggang Ding Sifan Wu Hao Sun Jiadong Guo Shutao Xia ODL 24 29 0 15 Aug 2019
Iterative temporal differencing with random synaptic feedback weights support error backpropagation for deep learning Aras R. Dargazany 11 1 0 15 Jul 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 24 39 0 12 Jun 2019
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence Jeff Clune 17 116 0 27 May 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 32 57 0 04 May 2019
A Review of Modularization Techniques in Artificial Neural Networks Mohammed Amer Tomás Maul 26 80 0 29 Apr 2019
Analysing Neural Network Topologies: a Game Theoretic Approach Julian Stier G. Gianini Michael Granitzer Konstantin Ziegler 13 24 0 17 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 33 70 0 27 Mar 2019
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection Chao-Wei Huang Ting-Rui Chiang Shang-Yu Su Yun-Nung Chen 21 3 0 21 Mar 2019