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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
Efficient Fusion of Sparse and Complementary Convolutions Chun-Fu Chen Quanfu Fan Marco Pistoia G. Lee 30 0 0 07 Aug 2018
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting N. Gessert T. Sentker F. Madesta Rüdiger Schmitz H. Kniep Ivo M. Baltruschat R. Werner Alexander Schlaefer 65 77 0 05 Aug 2018
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models D. Su Huan Zhang Hongge Chen Jinfeng Yi Pin-Yu Chen Yupeng Gao VLM 140 393 0 05 Aug 2018
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification Yang Du Chunfen Yuan Bing Li Lili Zhao Yangxi Li Weiming Hu 186 79 0 03 Aug 2018
Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition Che-Wei Huang Shrikanth S. Narayanan 50 2 0 02 Aug 2018
The Quest for the Golden Activation Function Mina Basirat P. Roth 73 53 0 02 Aug 2018
Neural Arithmetic Logic Units Andrew Trask Felix Hill Scott E. Reed Jack W. Rae Chris Dyer Phil Blunsom NAI 91 206 0 01 Aug 2018
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm Zechun Liu Baoyuan Wu Wenhan Luo Xin Yang Wen Liu K. Cheng MQ 112 558 0 01 Aug 2018
Spectrum concentration in deep residual learning: a free probability approach Zenan Ling Xing He Robert C. Qiu 78 21 0 31 Jul 2018
Testing the Efficient Network TRaining (ENTR) Hypothesis: initially reducing training image size makes Convolutional Neural Network training for image recognition tasks more efficient T. Wanger Peter Frohn 25 3 0 30 Jul 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first Adrian Bulat J. Yang Georgios Tzimiropoulos SupR 78 354 0 30 Jul 2018
Extreme Network Compression via Filter Group Approximation Bo Peng Wenming Tan Zheyang Li Shun Zhang Di Xie Shiliang Pu 88 63 0 30 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 193 5,039 0 30 Jul 2018
Robust Student Network Learning Tianyu Guo Chang Xu Shiyi He Boxin Shi Chao Xu Dacheng Tao OOD 104 30 0 30 Jul 2018
MaskConnect: Connectivity Learning by Gradient Descent Karim Ahmed Lorenzo Torresani 88 49 0 28 Jul 2018
Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector Quantization Hongyu Guo Yongyi Mao Ali Al-Bashabsheh Richong Zhang MQ 70 4 0 26 Jul 2018
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks Dongqing Zhang Jiaolong Yang Dongqiangzi Ye G. Hua MQ 77 704 0 26 Jul 2018
Coreset-Based Neural Network Compression Abhimanyu Dubey Moitreya Chatterjee Narendra Ahuja 61 81 0 25 Jul 2018
How good is my GAN? K. Shmelkov Cordelia Schmid Alahari Karteek GAN EGVM 57 350 0 25 Jul 2018
Unbounded Output Networks for Classification Stefan Elfwing E. Uchibe Kenji Doya 36 0 0 25 Jul 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 98 769 0 25 Jul 2018
Competitive Inner-Imaging Squeeze and Excitation for Residual Network Yang Hu Guihua Wen Mingnan Luo Dan Dai Jiajiong Ma Zhiwen Yu 99 46 0 24 Jul 2018
Zero-shot keyword spotting for visual speech recognition in-the-wild Themos Stafylakis Georgios Tzimiropoulos 68 38 0 23 Jul 2018
A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging Karan Aggarwal Swaraj Khadanga Shafiq Joty L. Kazaglis Jaideep Srivastava 25 15 0 23 Jul 2018
Inductive Visual Localisation: Factorised Training for Superior Generalisation Ankush Gupta Andrea Vedaldi Andrew Zisserman 42 2 0 21 Jul 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers Bishesh Khanal Alberto Gómez N. Toussaint Jingyu Sun V. Zimmer ... C. Gupta Benjamin Hou Daniel Rueckert Julia A. Schnabel Bernhard Kainz 16 4 0 19 Jul 2018
Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks S. Mahendran M. Lu Haider Ali René Vidal 41 8 0 19 Jul 2018
PIMMS: Permutation Invariant Multi-Modal Segmentation Thomas Varsavsky Zach Eaton-Rosen Carole H. Sudre P. Nachev M. Jorge Cardoso 63 22 0 17 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 237 16,756 0 17 Jul 2018
BAM: Bottleneck Attention Module Jongchan Park Sanghyun Woo Joon-Young Lee In So Kweon 83 1,047 0 17 Jul 2018
Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN) Jungwook Choi P. Chuang Zhuo Wang Swagath Venkataramani Vijayalakshmi Srinivasan K. Gopalakrishnan MQ 73 76 0 17 Jul 2018
Semi-supervised Feature Learning For Improving Writer Identification Shiming Chen Yisong Wang Chin-Teng Lin Weiping Ding Zehong Cao 134 53 0 15 Jul 2018
Neural Networks Regularization Through Representation Learning Soufiane Belharbi OOD SSL 37 2 0 13 Jul 2018
Avoiding Latent Variable Collapse With Generative Skip Models Adji Bousso Dieng Yoon Kim Alexander M. Rush David M. Blei DRL 67 175 0 12 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 488 10,391 0 10 Jul 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 356 3,154 0 09 Jul 2018
TFLMS: Large Model Support in TensorFlow by Graph Rewriting Tung D. Le Haruki Imai Yasushi Negishi K. Kawachiya GNN 104 47 0 05 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 57 64 0 04 Jul 2018
Model-based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization J. Wöhlke Shile Li Dongheui Lee 3DH 41 8 0 02 Jul 2018
Evenly Cascaded Convolutional Networks Chengxi Ye Chinmaya Devaraj Michael Maynord Cornelia Fermuller Yiannis Aloimonos 35 7 0 02 Jul 2018
A probabilistic constrained clustering for transfer learning and image category discovery Yen-Chang Hsu Zhaoyang Lv Joel Schlosser Phillip Odom Z. Kira 63 3 0 28 Jun 2018
ResNet with one-neuron hidden layers is a Universal Approximator Hongzhou Lin Stefanie Jegelka 119 229 0 28 Jun 2018
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility Benjamin Hepp Debadeepta Dey Sudipta N. Sinha Ashish Kapoor Neel Joshi Otmar Hilliges 134 54 0 27 Jun 2018
Evaluation of Momentum Diverse Input Iterative Fast Gradient Sign Method (M-DI2-FGSM) Based Attack Method on MCS 2018 Adversarial Attacks on Black Box Face Recognition System Md Ashraful Alam Milton AAML 63 16 0 23 Jun 2018
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 145 1,024 0 21 Jun 2018
Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks Moshe Kravchik A. Shabtai 88 276 0 21 Jun 2018
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification Eduardo Fonseca Rong Gong Xavier Serra 46 12 0 19 Jun 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 526 5,184 0 19 Jun 2018
Modality Distillation with Multiple Stream Networks for Action Recognition Nuno C. Garcia Pietro Morerio Vittorio Murino 89 184 0 19 Jun 2018
Detecting and interpreting myocardial infarction using fully convolutional neural networks Nils Strodthoff C. Strodthoff 100 154 0 18 Jun 2018