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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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Recurrent networks improve neural response prediction and provide insights into underlying cortical circuits Yimeng Zhang Harold Rockwell Sicheng Dai Ge Huang S. Tsou Yuanyuan Wei T. Lee 43 1 0 02 Oct 2021
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Segmentation of Roads in Satellite Images using specially modified U-Net CNNs Jonas Bokstaller Yihang She Zhehan Fu T. Macrì SSeg 20 1 0 29 Sep 2021
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Robust Temporal Ensembling for Learning with Noisy Labels Abel Brown Benedikt Schifferer R. DiPietro NoLa OOD 26 0 0 29 Sep 2021
Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization Donmoon Lee Kyogu Lee 57 3 0 29 Sep 2021
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Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection Hao Lin Weiqi Luo Kangkang Wei Minglin Liu CVBM AAML 3DPC 68 18 0 29 Sep 2021
Vitruvion: A Generative Model of Parametric CAD Sketches Ari Seff Wenda Zhou Nick Richardson Ryan P. Adams 96 66 0 29 Sep 2021
Neural Dependency Coding inspired Multimodal Fusion Shiv Shankar 101 3 0 28 Sep 2021
SAU: Smooth activation function using convolution with approximate identities Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 49 6 0 27 Sep 2021
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales Tao-Wen Liu P. R. Kumar Ruida Zhou Xi Liu 56 2 0 27 Sep 2021
Training on Test Data with Bayesian Adaptation for Covariate Shift Aurick Zhou Sergey Levine OOD TTA 112 13 0 27 Sep 2021
AI in Osteoporosis S. Makrogiannis Keni Zheng 22 0 0 22 Sep 2021
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 64 9 0 20 Sep 2021
Reproducibility Study: Comparing Rewinding and Fine-tuning in Neural Network Pruning Szymon Mikler AAML 32 2 0 20 Sep 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 74 4 0 18 Sep 2021
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Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs Anup Sarma Sonali Singh Huaipan Jiang Ashutosh Pattnaik Asit K. Mishra N. Vijaykrishnan M. Kandemir Chita R. Das 73 5 0 16 Sep 2021
Luminance Attentive Networks for HDR Image and Panorama Reconstruction Hanning Yu Wentao Liu Chengjiang Long Bo Dong Qin Zou Chunxia Xiao 162 29 0 14 Sep 2021
Improving the Robustness of Adversarial Attacks Using an Affine-Invariant Gradient Estimator Wenzhao Xiang Hang Su Chang-rui Liu Yandong Guo Shibao Zheng AAML 85 6 0 13 Sep 2021
Mixing between the Cross Entropy and the Expectation Loss Terms Barak Battash Lior Wolf Tamir Hazan UQCV 97 0 0 12 Sep 2021
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation Qiuqiang Kong Yin Cao Haohe Liu Keunwoo Choi Yuxuan Wang 204 101 0 12 Sep 2021
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 98 13 0 09 Sep 2021
Towards Transferable Adversarial Attacks on Vision Transformers Zhipeng Wei Jingjing Chen Micah Goldblum Zuxuan Wu Tom Goldstein Yu-Gang Jiang ViT AAML 123 124 0 09 Sep 2021
SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices Chulhong Min Akhil Mathur Utku Günay Acer A. Montanari F. Kawsar 69 12 0 08 Sep 2021
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks M. Dai Haibin Hang A. Srivastava 58 3 0 08 Sep 2021
BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables B. Prabakaran Asima Akhtar Semeen Rehman Osman Hasan Mohamed Bennai 33 10 0 07 Sep 2021
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Pano3D: A Holistic Benchmark and a Solid Baseline for $360^o$ Depth Estimation G. Albanis N. Zioulis Petros Drakoulis V. Gkitsas V. Sterzentsenko Federico Álvarez D. Zarpalas P. Daras MDE 102 49 0 06 Sep 2021
Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN Y. Huang Zetao Jiang Qingzhong Wang Qi Jiang Guoming Pang 44 11 0 02 Sep 2021
Regional Adversarial Training for Better Robust Generalization Chuanbiao Song Yanbo Fan Yichen Yang Baoyuan Wu Yiming Li Zhifeng Li Kun He AAML OOD 131 8 0 02 Sep 2021
The Impact of Reinitialization on Generalization in Convolutional Neural Networks Ibrahim Alabdulmohsin Hartmut Maennel Daniel Keysers AI4CE 61 21 0 01 Sep 2021
Approximation Properties of Deep ReLU CNNs Juncai He Lin Li Jinchao Xu 121 19 0 01 Sep 2021
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 123 136 0 01 Sep 2021
Implicit Behavioral Cloning Peter R. Florence Corey Lynch Andy Zeng Oscar Ramirez Ayzaan Wahid Laura Downs Adrian S. Wong Johnny Lee Igor Mordatch Jonathan Tompson OffRL 170 392 0 01 Sep 2021
Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia A. Shephard S. Graham R. M. S. Bashir Mostafa Jahanifar H. Mahmood S. Khurram Nasir M. Rajpoot 59 25 0 31 Aug 2021
Module-Power Prediction from PL Measurements using Deep Learning M. Hoffmann J. Hepp Bernd Doll C. Buerhop‐Lutz I. M. Peters Christoph J. Brabec Andreas Maier Vincent Christlein 109 2 0 31 Aug 2021
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Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 100 105 0 30 Aug 2021
Adaptive perturbation adversarial training: based on reinforcement learning Zhi-pin Nie Ying Lin Sp Ren Lan Zhang AAML 39 1 0 30 Aug 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 115 18 0 30 Aug 2021
TE-YOLOF: Tiny and efficient YOLOF for blood cell detection Fanxin Xu Xiangkui Li Hang Yang Yali Wang Wei Xiang 60 29 0 27 Aug 2021
Bridged Adversarial Training Hoki Kim Woojin Lee Sungyoon Lee Jaewook Lee AAML GAN 75 9 0 25 Aug 2021
A Framework for Learning Ante-hoc Explainable Models via Concepts Anirban Sarkar Deepak Vijaykeerthy Anindya Sarkar V. Balasubramanian LRM BDL 93 51 0 25 Aug 2021
SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function Sayan Nag Mayukh Bhattacharyya LLMSV 61 22 0 21 Aug 2021