Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

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Title
Residual Continual Learning Janghyeon Lee Donggyu Joo H. Hong Junmo Kim CLL 20 23 0 17 Feb 2020
Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data Charles H. Martin Tongsu Peng Peng Michael W. Mahoney 41 101 0 17 Feb 2020
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets Dongxian Wu Yisen Wang Shutao Xia James Bailey Xingjun Ma AAML SILM 25 310 0 14 Feb 2020
An LSTM-Based Autonomous Driving Model Using Waymo Open Dataset Zhicheng Li Zhihao Li Xuan Di Rongye Shi 14 45 0 14 Feb 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 28 168 0 13 Feb 2020
Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach Kecheng Zhang Meng Li Zhengchao Zhang Xi Lin Fang He 104 139 0 13 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
Fine-Grained Urban Flow Inference Kun Ouyang Keli Zhang Ye Liu Zekun Tong Sijie Ruan Yu Zheng David S. Rosenblum 42 48 0 05 Feb 2020
A study on the role of subsidiary information in replay attack spoofing detection Jee-weon Jung Hye-jin Shim Hee-Soo Heo Ha-Jin Yu 24 3 0 31 Jan 2020
Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks Léopold Cambier Anahita Bhiwandiwalla Ting Gong M. Nekuii Oguz H. Elibol Hanlin Tang MQ 23 48 0 16 Jan 2020
Relevance Prediction from Eye-movements Using Semi-interpretable Convolutional Neural Networks Nilavra Bhattacharya Somnath Rakshit J. Gwizdka P. Kogut 13 25 0 15 Jan 2020
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink 22 55 0 07 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 27 40 0 06 Jan 2020
Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs Andriy Myronenko Ali Hatamizadeh 31 45 0 06 Jan 2020
FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network Hyeonseong Jeon Youngoh Bang Simon S. Woo 16 54 0 05 Jan 2020
Res3ATN -- Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos Naina Dhingra A. Kunz 3DPC SLR 35 35 0 04 Jan 2020
Lightweight Residual Densely Connected Convolutional Neural Network Fahimeh Fooladgar S. Kasaei 24 13 0 02 Jan 2020
Machine Learning from a Continuous Viewpoint E. Weinan Chao Ma Lei Wu 33 102 0 30 Dec 2019
Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images Fahimeh Fooladgar S. Kasaei 27 28 0 25 Dec 2019
Big Transfer (BiT): General Visual Representation Learning Alexander Kolesnikov Lucas Beyer Xiaohua Zhai J. Puigcerver Jessica Yung Sylvain Gelly N. Houlsby MQ 114 1,183 0 24 Dec 2019
Towards Efficient Training for Neural Network Quantization Qing Jin Linjie Yang Zhenyu A. Liao MQ 24 42 0 21 Dec 2019
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images Haifeng Li Kaijian Qiu Li Chen X. Mei L. Hong Chao Tao 27 187 0 19 Dec 2019
ResNetX: a more disordered and deeper network architecture Wenfeng Feng Xin Zhang Guangpeng Zhao 40 2 0 18 Dec 2019
Fine-grained Classification of Rowing teams M.J.A. van Wezel L. J. Hamburger Y. Napolean 32 1 0 11 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 57 2,576 0 11 Dec 2019
Self-Supervised Learning of Video-Induced Visual Invariances Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 18 61 0 05 Dec 2019
Deep Ensembles: A Loss Landscape Perspective Stanislav Fort Huiyi Hu Balaji Lakshminarayanan OOD UQCV 41 620 0 05 Dec 2019
On the Validity of Bayesian Neural Networks for Uncertainty Estimation John Mitros Brian Mac Namee UQCV BDL 18 29 0 03 Dec 2019
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples Nils Lukas Yuxuan Zhang Florian Kerschbaum MLAU FedML AAML 39 145 0 02 Dec 2019
Face Detection with Feature Pyramids and Landmarks Samuel W. F. Earp Pavit Noinongyao Justin A. Cairns Ankush Ganguly CVBM 27 14 0 02 Dec 2019
CAGNet: Content-Aware Guidance for Salient Object Detection S. Mohammadi Mehrdad Noori Ali Bahri Sina Ghofrani Majelan Mohammad Havaei 34 99 0 29 Nov 2019
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory Julien Herrmann Olivier Beaumont Lionel Eyraud-Dubois J. Herrmann Alexis Joly Alena Shilova BDL 31 29 0 27 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 17 34 0 24 Nov 2019
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks Saurabh Singh Shankar Krishnan UQCV 74 125 0 21 Nov 2019
IC-Network: Efficient Structure for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 26 0 0 19 Nov 2019
Information-Theoretic Local Minima Characterization and Regularization Zhiwei Jia Hao Su 27 19 0 19 Nov 2019
Preparing Lessons: Improve Knowledge Distillation with Better Supervision Tiancheng Wen Shenqi Lai Xueming Qian 27 68 0 18 Nov 2019
Towards Robust RGB-D Human Mesh Recovery Ren Li Changjiang Cai G. Georgakis Srikrishna Karanam Terrence Chen Ziyan Wu 3DH 16 11 0 18 Nov 2019
Maintaining Discrimination and Fairness in Class Incremental Learning Bowen Zhao Xi Xiao Guojun Gan Bin Zhang Shutao Xia CLL 26 417 0 16 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 50 11,882 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 48 762 0 13 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 24 218 0 06 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 18 2 0 04 Nov 2019
Neural Similarity Learning Weiyang Liu Zhen Liu James M. Rehg Le Song 27 29 0 28 Oct 2019
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong 19 106 0 28 Oct 2019
FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos Keqiang Sun Wayne Wu Tinghao Liu Shuo Yang Quan Wang Qiang-feng Zhou Zuochang Ye Chao Qian CVBM 30 28 0 26 Oct 2019
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery Qing Zhu Cheng Liao Han Hu X. Mei Haifeng Li 28 188 0 26 Oct 2019
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network F. Waldner F. Diakogiannis 27 200 0 26 Oct 2019
When Segmentation is Not Enough: Rectifying Visual-Volume Discordance Through Multisensor Depth-Refined Semantic Segmentation for Food Intake Tracking in Long-Term Care Kaylen J. Pfisterer Robert Amelard A. Chung Braeden Syrnyk Alexander MacLean Heather H. Keller A. Wong 22 18 0 24 Oct 2019
Self-supervised pre-training with acoustic configurations for replay spoofing detection Hye-jin Shim Hee-Soo Heo Jee-weon Jung Ha-Jin Yu 33 6 0 22 Oct 2019