Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

50 / 1,641 papers shown

Title
How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? Alvin Chan Yew-Soon Ong Clement Tan AAML 29 13 0 09 May 2022
SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels Yangdi Lu Wenbo He NoLa 40 39 0 02 May 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation Qingyan Meng Mingqing Xiao Shen Yan Yisen Wang Zhouchen Lin Zhimin Luo 29 135 0 01 May 2022
EndoMapper dataset of complete calibrated endoscopy procedures P. Azagra C. Sostres Ángel Ferrandez L. Riazuelo Clara Tomasini ... Javier Civera Juan D. Tardós Ana C. Murillo Á. Lanas José M.M. Montiel 51 50 0 29 Apr 2022
Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms Nachuan Ma Jiahe Fan Wenshuo Wang Jin Wu Yu Jiang Lihua Xie Rui Fan 33 78 0 28 Apr 2022
Semantic Information Recovery in Wireless Networks Edgar Beck C. Bockelmann Armin Dekorsy 35 22 0 28 Apr 2022
On Fragile Features and Batch Normalization in Adversarial Training Nils Philipp Walter David Stutz Bernt Schiele AAML 27 5 0 26 Apr 2022
Smart App Attack: Hacking Deep Learning Models in Android Apps Yujin Huang Chunyang Chen FedML AAML 28 21 0 23 Apr 2022
Universum-inspired Supervised Contrastive Learning Aiyang Han Chuanxing Geng Songcan Chen SSL 34 3 0 22 Apr 2022
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation Damien Robert Bruno Vallet Loic Landrieu 3DPC 36 71 0 15 Apr 2022
Out-of-Distribution Detection with Deep Nearest Neighbors Yiyou Sun Yifei Ming Xiaojin Zhu Yixuan Li OODD 19 496 0 13 Apr 2022
RF Signal Transformation and Classification using Deep Neural Networks Umar Khalid Nazmul Karim Nazanin Rahnavard 30 4 0 06 Apr 2022
How stable are Transferability Metrics evaluations? A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 50 23 0 04 Apr 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Boddeti NAI CML OOD 47 6 0 02 Apr 2022
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen 36 24 0 01 Apr 2022
Deep Hyperspectral Unmixing using Transformer Network Preetam Ghosh Swalpa Kumar Roy Bikram Koirala Behnood Rasti P. Scheunders ViT 54 81 0 31 Mar 2022
Improving Adversarial Transferability via Neuron Attribution-Based Attacks Jianping Zhang Weibin Wu Jen-tse Huang Yizhan Huang Wenxuan Wang Yuxin Su Michael R. Lyu AAML 45 130 0 31 Mar 2022
Energy-based Latent Aligner for Incremental Learning K. J. Joseph Salman Khan Fahad Shahbaz Khan Rao Muhammad Anwer V. Balasubramanian CLL 57 47 0 28 Mar 2022
StructToken : Rethinking Semantic Segmentation with Structural Prior Fangjian Lin Zhanhao Liang Miao Zheng Junjun He Kaibing Chen Sheng Tian 25 49 0 23 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-Xiong Wang Adrien Gaidon M. Hebert OCL 46 43 0 18 Mar 2022
SHREC 2021: Classification in cryo-electron tomograms I. Gubins Marten L. Chaillet Gijs van der Schot M. Trueba R. Veltkamp ... Min Xu Yaoyu Wang Cheng Chen Xuefeng Cui Fang Zhang 24 19 0 18 Mar 2022
Reducing Flipping Errors in Deep Neural Networks Xiang Deng Yun Xiao Bo Long Zhongfei Zhang AAML 38 4 0 16 Mar 2022
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers Guodong Zhang Aleksandar Botev James Martens OffRL 44 26 0 15 Mar 2022
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 75 29 0 14 Mar 2022
LAS-AT: Adversarial Training with Learnable Attack Strategy Xiaojun Jia Yong Zhang Baoyuan Wu Ke Ma Jue Wang Xiaochun Cao AAML 49 132 0 13 Mar 2022
Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness Yiqi Zhong Lei Wu Xianming Liu Junjun Jiang AAML 30 9 0 10 Mar 2022
Hyperspectral Imaging for cherry tomato Yun Xiang Qi-Jie Chen Zhongjin Su Lu Zhang Zuohui Chen Guozhi Z. Yao Qi Xuan Yuan Cheng 22 43 0 10 Mar 2022
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks Nan Ding Xi Chen Tomer Levinboim Soravit Changpinyo Radu Soricut 40 26 0 10 Mar 2022
Update Compression for Deep Neural Networks on the Edge Bo Chen A. Bakhshi Gustavo E. A. P. A. Batista Brian Ng Tat-Jun Chin 33 17 0 09 Mar 2022
Towards Efficient Data-Centric Robust Machine Learning with Noise-based Augmentation Xiaogeng Liu Haoyu Wang Yechao Zhang Fangzhou Wu Shengshan Hu OOD 32 12 0 08 Mar 2022
FloorGenT: Generative Vector Graphic Model of Floor Plans for Robotics Ludvig Ericson Patric Jensfelt 3DV 32 2 0 07 Mar 2022
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window Habib Ben Abdallah C. Henry S. Ramanna 36 2 0 04 Mar 2022
Building 3D Generative Models from Minimal Data Skylar Sutherland Bernhard Egger J. Tenenbaum 3DH 25 5 0 04 Mar 2022
MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge Thi Tuong Vi Vo Soo-Hyung Kim Taebum Lee 29 1 0 04 Mar 2022
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects Marcell Wolnitza Osman Kaya Tomas Kulvicius Florentin Wörgötter B. Dellen 35 7 0 02 Mar 2022
A Method Based on Deep Learning for the Detection and Characterization of Cybersecurity Incidents in Internet of Things Devices Jhon Alexánder Parra S. Gutiérrez J. Branch 35 2 0 01 Mar 2022
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 43 68 0 28 Feb 2022
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising Dayang Wang Fenglei Fan Zhan Wu R. Liu Fei Wang Hengyong Yu ViT MedIm 40 122 0 28 Feb 2022
An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores Ankit Sinha Soham Banerjee Pratik Chattopadhyay 30 4 0 26 Feb 2022
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings Wen-Rang Zhang Xinxin Di Guodong Wei Shijia Geng Zhaoji Fu linda Qiao UQCV BDL 21 2 0 26 Feb 2022
Learning POD of Complex Dynamics Using Heavy-ball Neural ODEs Justin Baker E. Cherkaev A. Narayan Bao Wang AI4CE 29 4 0 24 Feb 2022
An End-to-End Cascaded Image Deraining and Object Detection Neural Network Kaige Wang Tianming Wang Jianchuang Qu Huatao Jiang Qing Li Lin Chang 50 16 0 23 Feb 2022
A Bayesian Deep Learning Approach to Near-Term Climate Prediction Xihaier Luo Balasubramanya T. Nadiga Yihui Ren Ji Hwan Park Wei Xu Shinjae Yoo BDL AI4CE 27 10 0 23 Feb 2022
Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study Thisun Dayarathna Thamidu Muthukumarana Yasiru Rathnayaka Simon Denman C. D. Silva Akila Pemasiri David Ahmedt-Aristizabal 3DH 26 12 0 22 Feb 2022
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness Beomsu Kim Junghoon Seo AAML 39 0 0 21 Feb 2022
Graph Reparameterizations for Enabling 1000+ Monte Carlo Iterations in Bayesian Deep Neural Networks Jurijs Nazarovs Ronak R. Mehta Vishnu Suresh Lokhande Vikas Singh UQCV BDL OOD 30 5 0 19 Feb 2022
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 160 334 0 18 Feb 2022
A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments Randall Balestriero Ishan Misra Yann LeCun 35 20 0 16 Feb 2022
How Do Vision Transformers Work? Namuk Park Songkuk Kim ViT 54 468 0 14 Feb 2022
PFGE: Parsimonious Fast Geometric Ensembling of DNNs Hao Guo Jiyong Jin B. Liu FedML 41 1 0 14 Feb 2022