Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

50 / 1,497 papers shown

Title
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers Guodong Zhang Aleksandar Botev James Martens OffRL 39 26 0 15 Mar 2022
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 55 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 47 131 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 42 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 35 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 31 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 27 11 0 08 Mar 2022
FloorGenT: Generative Vector Graphic Model of Floor Plans for Robotics Ludvig Ericson Patric Jensfelt 3DV 14 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 24 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 F. Worgotter B. Dellen 18 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 22 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 28 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-Yue Wang Hengyong Yu ViT MedIm 35 122 0 28 Feb 2022
An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores Ankit Sinha Soham Banerjee Pratik Chattopadhyay 27 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 18 2 0 26 Feb 2022
Learning POD of Complex Dynamics Using Heavy-ball Neural ODEs Justin Baker E. Cherkaev A. Narayan Bao Wang AI4CE 19 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 45 16 0 23 Feb 2022
A Bayesian Deep Learning Approach to Near-Term Climate Prediction Xihaier Luo B. Nadiga Yihui Ren Ji Hwan Park Wei Xu Shinjae Yoo BDL AI4CE 22 10 0 23 Feb 2022
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness Beomsu Kim Junghoon Seo AAML 25 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 19 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 160 331 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 49 466 0 14 Feb 2022
PFGE: Parsimonious Fast Geometric Ensembling of DNNs Hao Guo Jiyong Jin B. Liu FedML 32 1 0 14 Feb 2022
MuZero with Self-competition for Rate Control in VP9 Video Compression Amol Mandhane A. Zhernov Maribeth Rauh Chenjie Gu Miaosen Wang ... Jackson Broshear Julian Schrittwieser Thomas Hubert Oriol Vinyals Timothy A. Mann 34 43 0 14 Feb 2022
Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning Said Ouala Steven L. Brunton A. Pascual Bertrand Chapron F. Collard L. Gaultier Ronan Fablet PINN AI4TS AI4CE 18 10 0 11 Feb 2022
L2B: Learning to Bootstrap Robust Models for Combating Label Noise Yuyin Zhou Xianhang Li Fengze Liu Qingyue Wei Xuxi Chen Lequan Yu Cihang Xie M. Lungren Lei Xing NoLa 47 3 0 09 Feb 2022
Learning Features with Parameter-Free Layers Dongyoon Han Y. Yoo Beomyoung Kim Byeongho Heo 35 8 0 06 Feb 2022
Deep invariant networks with differentiable augmentation layers Cédric Rommel Thomas Moreau Alexandre Gramfort OOD 27 8 0 04 Feb 2022
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning Eric Jang A. Irpan Mohi Khansari Daniel Kappler F. Ebert Corey Lynch Sergey Levine Chelsea Finn LM&Ro 72 520 0 04 Feb 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 36 41 0 03 Feb 2022
Deep Learning for Epidemiologists: An Introduction to Neural Networks S. Serghiou K. Rough FedML 24 13 0 02 Feb 2022
Harmony: Overcoming the Hurdles of GPU Memory Capacity to Train Massive DNN Models on Commodity Servers Youjie Li Amar Phanishayee D. Murray Jakub Tarnawski N. Kim 19 19 0 02 Feb 2022
Tutorial on amortized optimization Brandon Amos OffRL 78 43 0 01 Feb 2022
Improving Robustness by Enhancing Weak Subnets Yong Guo David Stutz Bernt Schiele AAML 35 15 0 30 Jan 2022
Toward Training at ImageNet Scale with Differential Privacy Alexey Kurakin Shuang Song Steve Chien Roxana Geambasu Andreas Terzis Abhradeep Thakurta 36 100 0 28 Jan 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 42 27 0 28 Jan 2022
IMACS: Image Model Attribution Comparison Summaries E. Schoop Benjamin D. Wedin A. Kapishnikov Tolga Bolukbasi Michael Terry FAtt 26 1 0 26 Jan 2022
SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Chenda Li Lei Yang Weiqin Wang Y. Qian 34 25 0 26 Jan 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 21 0 0 26 Jan 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection Daniel Rho Jinhyeok Park J. Ko 51 6 0 22 Jan 2022
Pruning-aware Sparse Regularization for Network Pruning Nanfei Jiang Xu Zhao Chaoyang Zhao Yongqi An Ming Tang Jinqiao Wang 3DPC 24 12 0 18 Jan 2022
Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing Yiding Wang D. Sun Kai Chen Fan Lai Mosharaf Chowdhury 33 44 0 17 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 42 4,989 0 10 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 30 211 0 10 Jan 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification Jingzhou Chen Peng Wang Jian Liu Y. Qian 33 35 0 10 Jan 2022
A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers Shuyue Guan Murray H. Loew 19 3 0 08 Jan 2022