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Identity Mappings in Deep Residual Networks

16 March 2016

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Papers citing "Identity Mappings in Deep Residual Networks"

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Title
A Unified Benchmark for the Unknown Detection Capability of Deep Neural Networks Jihyo Kim Jiin Koo Sangheum Hwang UQCV 85 20 0 01 Dec 2021
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks Jatin Kumar Indra Deep Mastan Shanmuganathan Raman 146 2 0 30 Nov 2021
Generative Convolution Layer for Image Generation Seung-won Park Y. Shin 65 12 0 30 Nov 2021
Adaptive Image Transformations for Transfer-based Adversarial Attack Zheng Yuan Jie Zhang Shiguang Shan OOD 114 27 0 27 Nov 2021
Adaptive Perturbation for Adversarial Attack Zheng Yuan Jie Zhang Zhaoyan Jiang Liangliang Li Shiguang Shan AAML 115 3 0 27 Nov 2021
Contrastive Vicinal Space for Unsupervised Domain Adaptation Jaemin Na Dongyoon Han H. Chang Wonjun Hwang 107 20 0 26 Nov 2021
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor Xiangyu Meng Xudong Zhang Gan Wang Ying Zhang Xingguo Shi Huanhuan Dai Zixuan Wang Xun Wang MedIm 52 5 0 26 Nov 2021
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks Bryan M. Li Theoklitos Amvrosiadis Nathalie L Rochefort A. Onken 49 2 0 25 Nov 2021
ReAct: Out-of-distribution Detection With Rectified Activations Yiyou Sun Chuan Guo Yixuan Li OODD 130 491 0 24 Nov 2021
Transferability Estimation using Bhattacharyya Class Separability Michal Pándy A. Agostinelli J. Uijlings V. Ferrari Thomas Mensink 88 61 0 24 Nov 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 78 3 0 24 Nov 2021
Critical Initialization of Wide and Deep Neural Networks through Partial Jacobians: General Theory and Applications Darshil Doshi Tianyu He Andrey Gromov 92 10 0 23 Nov 2021
Using mixup as regularization and tuning hyper-parameters for ResNets Venkata Bhanu Teja Pallakonda 23 0 0 23 Nov 2021
Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su Subhransu Maji 112 10 0 23 Nov 2021
On Data-centric Myths Antonia Marcu Adam Prugel-Bennett 54 5 0 22 Nov 2021
SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise Chen Feng Georgios Tzimiropoulos Ioannis Patras NoLa 94 18 0 22 Nov 2021
Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks Stefan Ainetter C. Böhm Rohit Dhakate Stephan Weiss Friedrich Fraundorfer 64 10 0 22 Nov 2021
Deformable image registration with deep network priors: a study on longitudinal PET images Constance Fourcade L. Ferrer Noémie Moreau Gianmarco Santini Aislinn Brennan ... M. Colombié P. Jézéquel Mario Campone M. Rubeaux Diana Mateus MedIm 54 4 0 22 Nov 2021
Density Ratio Estimation via Infinitesimal Classification Kristy Choi Chenlin Meng Yang Song Stefano Ermon 101 42 0 22 Nov 2021
Extracting Deformation-Aware Local Features by Learning to Deform Guilherme A. Potje Renato Martins Felipe Cadar Erickson R. Nascimento 3DH 61 8 0 20 Nov 2021
Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing B. Zhai Yu Guan M. Catt Thomas Ploetz 101 6 0 19 Nov 2021
COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles Fabricio A. Breve 77 29 0 18 Nov 2021
DICE: Leveraging Sparsification for Out-of-Distribution Detection Yiyou Sun Yixuan Li OODD 175 163 0 18 Nov 2021
Dynamically pruning segformer for efficient semantic segmentation Haoli Bai Hongda Mao D. Nair 66 20 0 18 Nov 2021
SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition Hangyu Mao Chao Wang Xiaotian Hao Yihuan Mao Yiming Lu Chengjie Wu Jianye Hao Dong Li Pingzhong Tang 74 27 0 17 Nov 2021
NeuralPDE: Modelling Dynamical Systems from Data Andrzej Dulny Andreas Hotho Anna Krause AI4CE 57 11 0 15 Nov 2021
DNN gradient lossless compression: Can GenNorm be the answer? Zhongzhu Chen Eduin E. Hernandez Yu-Chih Huang Stefano Rini 57 9 0 15 Nov 2021
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation John Yang Yash Bhalgat Simyung Chang Fatih Porikli Nojun Kwak 3DH 58 6 0 11 Nov 2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees Kuan-Lin Chen Ching-Hua Lee H. Garudadri Bhaskar D. Rao AI4TS 102 6 0 10 Nov 2021
Constrained Instance and Class Reweighting for Robust Learning under Label Noise Abhishek Kumar Ehsan Amid NoLa 63 20 0 09 Nov 2021
Sliced Recursive Transformer Zhiqiang Shen Zechun Liu Eric P. Xing ViT 61 27 0 09 Nov 2021
Enhancing Backdoor Attacks with Multi-Level MMD Regularization Pengfei Xia Hongjing Niu Ziqiang Li Bin Li AAML 78 31 0 09 Nov 2021
FPM: A Collection of Large-scale Foundation Pre-trained Language Models Dezhou Shen AI4CE 44 0 0 09 Nov 2021
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data Wasu Top Piriyakulkij Cristina Menghini Ross Briden Nihal V. Nayak Jeffrey Zhu Elaheh Raisi Stephen H. Bach VLM 144 1 0 08 Nov 2021
SMU: smooth activation function for deep networks using smoothing maximum technique Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 91 32 0 08 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit A. Narayan Piero Molino Karan Goel Willie Neiswanger Christopher Ré 76 11 0 08 Nov 2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis Thomas Fel Rémi Cadène Mathieu Chalvidal Matthieu Cord David Vigouroux Thomas Serre MLAU FAtt AAML 173 65 0 07 Nov 2021
A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction Zhaohong Wan Xiaojun Wan 73 6 0 05 Nov 2021
Improving Model Compatibility of Generative Adversarial Networks by Boundary Calibration Si-An Chen Chun-Liang Li Hsuan-Tien Lin GAN 46 0 0 03 Nov 2021
Multi-Cue Adaptive Emotion Recognition Network W. Costa David Macêdo Cleber Zanchettin L. Figueiredo Veronica Teichrieb CVBM 43 1 0 03 Nov 2021
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification ·. Manisha Chang-Tsun Li Xufeng Lin Karunakar A. Kotegar AAML 55 12 0 03 Nov 2021
Deep-Learning-Based Single-Image Height Reconstruction from Very-High-Resolution SAR Intensity Data M. Recla M. Schmitt 42 32 0 03 Nov 2021
A trained humanoid robot can perform human-like crossmodal social attention and conflict resolution Di Fu Fares Abawi Hugo C. C. Carneiro Matthias Kerzel Ziwei Chen Erik Strahl Xun Liu S. Wermter 106 8 0 02 Nov 2021
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification Kai Yao Kaizhu Huang Jie Sun Amir Hussain 36 11 0 01 Nov 2021
Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs M. R. Siddiquee Andriy Myronenko 59 17 0 01 Nov 2021
Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging Andriy Myronenko Ziyue Xu Dong Yang H. Roth Daguang Xu 124 51 0 01 Nov 2021
RMNet: Equivalently Removing Residual Connection from Networks Fanxu Meng Hao Cheng Jia-Xin Zhuang Ke Li Xing Sun 55 11 0 01 Nov 2021
Neural Network based on Automatic Differentiation Transformation of Numeric Iterate-to-Fixedpoint M. Habiba Barak A. Pearlmutter 21 1 0 30 Oct 2021
Approximation properties of Residual Neural Networks for Kolmogorov PDEs Jonas Baggenstos Diyora Salimova 37 3 0 30 Oct 2021
Denoised Non-Local Neural Network for Semantic Segmentation Qi Song Jie Li Hao Guo Rui Huang 63 8 0 27 Oct 2021