Identity Mappings in Deep Residual Networks

16 March 2016

Papers citing "Identity Mappings in Deep Residual Networks"

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Title
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 42 181 0 17 Sep 2021
Luminance Attentive Networks for HDR Image and Panorama Reconstruction Hanning Yu Wentao Liu Chengjiang Long Bo Dong Qin Zou Chunxia Xiao 88 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 29 5 0 13 Sep 2021
Mixing between the Cross Entropy and the Expectation Loss Terms Barak Battash Lior Wolf Tamir Hazan UQCV 20 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 118 96 0 12 Sep 2021
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 51 13 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 30 11 0 08 Sep 2021
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks M. Dai Haibin Hang A. Srivastava 24 3 0 08 Sep 2021
Using Satellite Imagery and Machine Learning to Estimate the Livelihood Impact of Electricity Access Nathan Ratledge Gabriel Cadamuro Brandon de la Cuesta M. Stigler Marshall Burke 17 36 0 07 Sep 2021
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 35 47 0 06 Sep 2021
Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN Y. Huang Zetao Jiang Qingzhong Wang Qi Jiang Guoming Pang 29 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 21 6 0 02 Sep 2021
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 29 128 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 77 372 0 01 Sep 2021
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision Yue Liu Xinyang Jiang Donglin Bai Yuge Zhang Ningxin Zheng Xuanyi Dong Lu Liu Yuqing Yang Dongsheng Li 14 10 0 30 Aug 2021
Hire-MLP: Vision MLP via Hierarchical Rearrangement Jianyuan Guo Yehui Tang Kai Han Xinghao Chen Han Wu Chao Xu Chang Xu Yunhe Wang 51 105 0 30 Aug 2021
TE-YOLOF: Tiny and efficient YOLOF for blood cell detection Fanxin Xu Xiangkui Li Hang Yang Yali Wang Wei Xiang 23 28 0 27 Aug 2021
A Framework for Learning Ante-hoc Explainable Models via Concepts Anirban Sarkar Deepak Vijaykeerthy Anindya Sarkar V. Balasubramanian LRM BDL 22 47 0 25 Aug 2021
Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations Yiwei Chen Yu Pan D. Dong 26 3 0 19 Aug 2021
Contextual Convolutional Neural Networks Ionut Cosmin Duta Mariana-Iuliana Georgescu Radu Tudor Ionescu 25 7 0 17 Aug 2021
Exploring Transferable and Robust Adversarial Perturbation Generation from the Perspective of Network Hierarchy Ruikui Wang Yuanfang Guo Ruijie Yang Yunhong Wang AAML 17 3 0 16 Aug 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 36 227 0 16 Aug 2021
UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation Dongyu Rao Xiaojun Wu Hui Li J. Kittler T. Y. Xu 16 3 0 13 Aug 2021
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning Junkai Huang Chaowei Fang Weikai Chen Z. Chai Xiaolin K. Wei Pengxu Wei Liang Lin Guanbin Li OODD 54 63 0 12 Aug 2021
SoK: How Robust is Image Classification Deep Neural Network Watermarking? (Extended Version) Nils Lukas Edward Jiang Xinda Li Florian Kerschbaum AAML 36 87 0 11 Aug 2021
Meta Gradient Adversarial Attack Zheng Yuan Jie Zhang Yunpei Jia Chuanqi Tan Tao Xue Shiguang Shan AAML 54 78 0 09 Aug 2021
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features Min Yang Dongliang He M. Fan Baorong Shi Xuetong Xue Fu Li Errui Ding Jizhou Huang 58 94 0 06 Aug 2021
Batch Normalization Preconditioning for Neural Network Training Susanna Lange Kyle E. Helfrich Qiang Ye 32 9 0 02 Aug 2021
Learned Optimizers for Analytic Continuation Dongchen Huang Yi-Feng Yang 16 9 0 28 Jul 2021
Convergence of Deep ReLU Networks Yuesheng Xu Haizhang Zhang 37 27 0 27 Jul 2021
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation Debesh Jha P. Smedsrud Dag Johansen Thomas de Lange H. Johansen Pål Halvorsen Michael A. Riegler 31 223 0 26 Jul 2021
Bias Loss for Mobile Neural Networks L. Abrahamyan Valentin Ziatchin Yiming Chen Nikos Deligiannis 20 14 0 23 Jul 2021
TargetNet: Functional microRNA Target Prediction with Deep Neural Networks Seonwoo Min Byunghan Lee Sungroh Yoon 19 22 0 23 Jul 2021
An overview of mixing augmentation methods and augmentation strategies Dominik Lewy Jacek Mańdziuk 33 61 0 21 Jul 2021
Contrastive Predictive Coding for Anomaly Detection Puck de Haan Sindy Löwe UQCV SSL 42 19 0 16 Jul 2021
GiT: Graph Interactive Transformer for Vehicle Re-identification Fei Shen Yi Xie Jianqing Zhu Xiaobin Zhu Huanqiang Zeng ViT 34 112 0 12 Jul 2021
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB Stefan Ainetter Friedrich Fraundorfer 24 121 0 12 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 19 75 0 10 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention Jingwei Zhang Bin Zi Xiaoyu Ge OffRL 24 20 0 09 Jul 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 43 21 0 09 Jul 2021
Activated Gradients for Deep Neural Networks Mei Liu Liangming Chen Xiaohao Du Long Jin Mingsheng Shang ODL AI4CE 37 136 0 09 Jul 2021
Humans as Path-Finders for Safe Navigation Alessandro Antonucci P. Bevilacqua S. Leonardi Luigi Palopoli Daniele Fontanelli 26 1 0 07 Jul 2021
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients Alessandro Cappelli Julien Launay Laurent Meunier Ruben Ohana Iacopo Poli AAML 29 4 0 06 Jul 2021
Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu AAML 38 38 0 05 Jul 2021
Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning Alberto Badías A. Banerjee 25 3 0 02 Jul 2021
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training Chen Dun Cameron R. Wolfe C. Jermaine Anastasios Kyrillidis 29 21 0 02 Jul 2021
HybridDeepRx: Deep Learning Receiver for High-EVM Signals Jaakko Pihlajasalo D. Korpi Mikko Honkala Janne M. J. Huttunen T. Riihonen J. Talvitie Alberto Brihuega M. Uusitalo M. Valkama 41 12 0 30 Jun 2021
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems Mathieu Goutay Fayçal Ait Aoudia J. Hoydis J. Gorce 23 0 0 30 Jun 2021
Augmented Shortcuts for Vision Transformers Yehui Tang Kai Han Chang Xu An Xiao Yiping Deng Chao Xu Yunhe Wang ViT 21 39 0 30 Jun 2021