Highway Networks

3 May 2015

Papers citing "Highway Networks"

50 / 304 papers shown

Title
The Spectral Bias of Polynomial Neural Networks Moulik Choraria L. Dadi Grigorios G. Chrysos Julien Mairal V. Cevher 29 18 0 27 Feb 2022
End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking Arpit Bansal Avi Schwarzschild Eitan Borgnia Z. Emam Furong Huang Micah Goldblum Tom Goldstein LRM 21 24 0 11 Feb 2022
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis N. Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 29 55 0 18 Nov 2021
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 18 32 0 27 Oct 2021
ConAM: Confidence Attention Module for Convolutional Neural Networks Yu Xue Ziming Yuan Ferrante Neri 28 1 0 27 Oct 2021
Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Arij Riabi Benoît Sagot Djamé Seddah 36 15 0 26 Oct 2021
Idiomatic Expression Identification using Semantic Compatibility Ziheng Zeng S. Bhat 30 35 0 19 Oct 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models Yi Liu Guoan Zhang Puning Yu Jianlin Su Shengfeng Pan BDL SyDa 37 5 0 26 Sep 2021
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 30 9 0 20 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 34 3 0 31 Aug 2021
Effectiveness of Deep Networks in NLP using BiDAF as an example architecture Soumyendu Sarkar 34 2 0 31 Aug 2021
Unsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery Jonathan S. Kent C. Wamsley D. Flateau A. Ferguson SSL 31 3 0 13 Aug 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar Stefanos Zafeiriou 36 120 0 07 Jul 2021
Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs Morteza Rohanian Julian Hough Matt Purver 35 40 0 29 Jun 2021
Task-agnostic Continual Learning with Hybrid Probabilistic Models Polina Kirichenko Mehrdad Farajtabar Dushyant Rao Balaji Lakshminarayanan Nir Levine Ang Li Huiyi Hu A. Wilson Razvan Pascanu VLM BDL CLL 27 19 0 24 Jun 2021
Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech Morteza Rohanian Julian Hough Matthew Purver 13 59 0 17 Jun 2021
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers Kazuki Irie Imanol Schlag Róbert Csordás Jürgen Schmidhuber 33 57 0 11 Jun 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 22 4 0 04 Jun 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 57 654 0 17 May 2021
Learning Robust Latent Representations for Controllable Speech Synthesis Shakti Kumar Jithin Pradeep Hussain Zaidi DRL 41 6 0 10 May 2021
SpookyNet: Learning Force Fields with Electronic Degrees of Freedom and Nonlocal Effects Oliver T. Unke Stefan Chmiela M. Gastegger Kristof T. Schütt H. E. Sauceda K. Müller 185 248 0 01 May 2021
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder Dinesh Jackson Samuel Fabio Cuzzolin 46 16 0 22 Apr 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 27 990 0 31 Mar 2021
Boosting the Speed of Entity Alignment 10*: Dual Attention Matching Network with Normalized Hard Sample Mining Xin Mao Wenting Wang Yuanbin Wu Man Lan 23 108 0 29 Mar 2021
Is it enough to optimize CNN architectures on ImageNet? Lukas Tuggener Jürgen Schmidhuber Thilo Stadelmann 33 23 0 16 Mar 2021
Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling DJordje Miladinović Aleksandar Stanić Stefan Bauer Jürgen Schmidhuber J. M. Buhmann DRL 26 9 0 16 Mar 2021
Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks Tian Meng Yang Tao Ziqi Chen J. S. Avila Qiaoye Ran ... Qian Zhao Zhijie Zhang Hujun Yin A. Peyton W. Yin 42 31 0 08 Mar 2021
Improving Anytime Prediction with Parallel Cascaded Networks and a Temporal-Difference Loss Michael L. Iuzzolino Michael C. Mozer Samy Bengio OOD 20 11 0 19 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 206 897 0 16 Feb 2021
When and How Mixup Improves Calibration Linjun Zhang Zhun Deng Kenji Kawaguchi James Zou UQCV 36 67 0 11 Feb 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 226 513 0 11 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 481 0 08 Feb 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 43 67 0 02 Jan 2021
StarcNet: Machine Learning for Star Cluster Identification Gustavo Pérez M. Messa D. Calzetti Subhransu Maji D. Jung A. Adamo Mattia Siressi 21 11 0 16 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 30 117 0 16 Dec 2020
Relation-Aware Neighborhood Matching Model for Entity Alignment Yao Zhu Hongzhi Liu Zhonghai Wu Yingpeng Du 19 89 0 15 Dec 2020
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? Denis Coquenet Yann Soullard Clément Chatelain Thierry Paquet 3DV 29 14 0 09 Dec 2020
Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks Pengtao Xu Jian Cao Fanhua Shang Wenyu Sun Pu Li 3DPC 20 24 0 29 Nov 2020
Deep Learning Analysis and Age Prediction from Shoeprints Muhammad Hassan Yan Wang Di Wang Daixi Li Yanchun Liang You Zhou U. Missouri 14 26 0 07 Nov 2020
A Critical Assessment of State-of-the-Art in Entity Alignment M. Berrendorf Ludwig Wacker Evgeniy Faerman 26 4 0 30 Oct 2020
LagNetViP: A Lagrangian Neural Network for Video Prediction Christine Allen-Blanchette Sushant Veer Anirudha Majumdar Naomi Ehrich Leonard 44 30 0 24 Oct 2020
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar Bryan McCann Tong Niu Nazneen Rajani N. Keskar Thamar Solorio 52 12 0 24 Oct 2020
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 52 91 0 21 Oct 2020
Combining Ensembles and Data Augmentation can Harm your Calibration Yeming Wen Ghassen Jerfel Rafael Muller Michael W. Dusenberry Jasper Snoek Balaji Lakshminarayanan Dustin Tran UQCV 34 63 0 19 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 28 225 0 08 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 79 0 17 Sep 2020
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning Gabriel Spadon linda Qiao Bruno Brandoli Stan Matwin Jose F. Rodrigues-Jr Jimeng Sun AI4TS 31 57 0 28 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective Kun Yuan Quanquan Li Jing Shao Junjie Yan 22 3 0 19 Aug 2020
Exploring Aligned Lyrics-Informed Singing Voice Separation Chang-Bin Jeon Hyeong-Seok Choi Kyogu Lee 31 6 0 11 Aug 2020