Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 21,615 papers shown

Title
Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations Taesung Lee Ben Edwards Ian Molloy D. Su AAML 15 40 0 31 May 2018
Fully Automated Organ Segmentation in Male Pelvic CT Images Anjali Balagopal S. Kazemifar D. Nguyen Mu-Han Lin R. Hannan A. Owrangi Steve B. Jiang 22 119 0 31 May 2018
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation Jimmy Wu Bolei Zhou D. Peck S. Hsieh V. Dialani Lester W. Mackey Genevieve Patterson FAtt MedIm 20 24 0 31 May 2018
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations Bohao Huang Daniel Reichman L. Collins Kyle Bradbury Jordan M. Malof 22 44 0 30 May 2018
Why do deep convolutional networks generalize so poorly to small image transformations? Aharon Azulay Yair Weiss 34 557 0 30 May 2018
MPDCompress - Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression Lazar Supic R. Naous Ranko Sredojevic Aleksandra Faust Vladimir M. Stojanović 17 4 0 30 May 2018
A Robust and Effective Approach Towards Accurate Metastasis Detection and pN-stage Classification in Breast Cancer Byungjae Lee K. Paeng 24 55 0 30 May 2018
Robust Place Categorization with Deep Domain Generalization Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 19 55 0 30 May 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 41 768 0 30 May 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 29 463 0 30 May 2018
Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture N. Gessert Torben Priegnitz T. Saathoff Sven-Thomas Antoni David Meyer M. Hamann K. Jünemann Christoph Otte Alexander Schlaefer 24 10 0 30 May 2018
Foresee: Attentive Future Projections of Chaotic Road Environments with Online Training Anil Sharma Prabhat Kumar 16 2 0 30 May 2018
RUN:Residual U-Net for Computer-Aided Detection of Pulmonary Nodules without Candidate Selection Tian Lan Yuanyuan Li Jonah Kimani Murugi Yi Ding Zhiguang Qin 27 21 0 30 May 2018
Grow and Prune Compact, Fast, and Accurate LSTMs Xiaoliang Dai Hongxu Yin N. Jha VLM SyDa 23 90 0 30 May 2018
Multi-function Convolutional Neural Networks for Improving Image Classification Performance L. M. Zhang 16 2 0 30 May 2018
Collaborative Learning for Deep Neural Networks Guocong Song Wei Chai FedML 13 192 0 30 May 2018
Rethinking Knowledge Graph Propagation for Zero-Shot Learning Michael C. Kampffmeyer Yinbo Chen Xiaodan Liang Hao Wang Yujia Zhang Eric P. Xing 23 303 0 29 May 2018
Random mesh projectors for inverse problems Sidharth Gupta K. Kothari Maarten V. de Hoop Ivan Dokmanić 26 15 0 29 May 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 13 180 0 29 May 2018
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas A. Madry ODL 27 1,521 0 29 May 2018
Webpage Saliency Prediction with Two-stage Generative Adversarial Networks Yu Li Ya-Qin Zhang GAN MedIm 6 4 0 29 May 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 32 537 0 29 May 2018
CapsNet comparative performance evaluation for image classification Rinat Mukhometzianov Juan Carrillo 11 100 0 28 May 2018
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 19 20 0 28 May 2018
Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors Rico Jonschkowski Divyam Rastogi Oliver Brock 32 135 0 28 May 2018
Adding New Tasks to a Single Network with Weight Transformations using Binary Masks Massimiliano Mancini Elisa Ricci Barbara Caputo Samuel Rota Buló 17 51 0 28 May 2018
More Than a Feeling: Learning to Grasp and Regrasp using Vision and Touch Roberto Calandra Andrew Owens Dinesh Jayaraman Justin Lin Wenzhen Yuan Jitendra Malik Edward H. Adelson Sergey Levine 14 330 0 28 May 2018
BlockCNN: A Deep Network for Artifact Removal and Image Compression Danial Maleki Soheila Nadalian Mohammad Mahdi Derakhshani M. Sadeghi 19 28 0 28 May 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 14 130 0 28 May 2018
Lipschitz regularity of deep neural networks: analysis and efficient estimation Kevin Scaman Aladin Virmaux 17 515 0 28 May 2018
Face hallucination using cascaded super-resolution and identity priors Klemen Grm Simon Dobrišek Walter J. Scheirer Vitomir Štruc SupR 25 92 0 28 May 2018
Fast Dynamic Routing Based on Weighted Kernel Density Estimation Suofei Zhang Wei-Ye Zhao Xiaofu Wu Quan Zhou 14 61 0 28 May 2018
Deep CT to MR Synthesis using Paired and Unpaired Data Cheng-Bin Jin Hakil Kim Wonmo Jung Seongsu Joo Eunsik Park Young Saem Ahn I. Han Jae-Il Lee X. Cui MedIm 19 191 0 28 May 2018
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images Honggang Chen Xiaohai He L. Qing Shuhua Xiong Truong Thao Nguyen 26 47 0 27 May 2018
Unsupervised Learning with Stein's Unbiased Risk Estimator Christopher A. Metzler Ali Mousavi Reinhard Heckel Richard G. Baraniuk OOD 24 103 0 26 May 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Wayne Wu Chao Qian Shuo Yang Quan Wang Yici Cai Qiang-feng Zhou CVBM 3DV 28 437 0 26 May 2018
Accelerating CNN inference on FPGAs: A Survey K. Abdelouahab Maxime Pelcat Jocelyn Serot F. Berry AI4CE 22 147 0 26 May 2018
Fine-Grained Age Estimation in the wild with Attention LSTM Networks Ke Zhang Na Liu Xingfang Yuan Xinyao Guo Ce Gao Zhenbing Zhao Zhanyu Ma CVBM 14 102 0 26 May 2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture D. Nguyen X. Jia David Sher Mu-Han Lin Zohaib Iqbal Hui Liu Steve B. Jiang AI4CE 33 270 0 25 May 2018
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images Zhoubing Xu Yuankai Huo J. Park Bennett Landman A. Milkowski Sasa Grbic S. Kevin Zhou 25 49 0 25 May 2018
What Face and Body Shapes Can Tell About Height Semih Günel Helge Rhodin Pascal Fua 3DH CVBM 28 8 0 25 May 2018
Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression Jiahao Su Jingling Li Bobby Bhattacharjee Furong Huang 14 20 0 25 May 2018
Intrinsic Image Transformation via Scale Space Decomposition Lechao Cheng Chengyi Zhang Zicheng Liao 23 39 0 25 May 2018
Scalable Methods for 8-bit Training of Neural Networks Ron Banner Itay Hubara Elad Hoffer Daniel Soudry MQ 37 331 0 25 May 2018
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning Yanbin Liu Juho Lee Minseop Park Saehoon Kim Eunho Yang S. Hwang Yi Yang 20 665 0 25 May 2018
Fairness GAN P. Sattigeri Samuel C. Hoffman Vijil Chenthamarakshan Kush R. Varshney 18 92 0 24 May 2018
Autonomously and Simultaneously Refining Deep Neural Network Parameters by Generative Adversarial Networks Burak Kakillioglu Yantao Lu Senem Velipasalar 19 0 0 24 May 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation Xi Peng Zhiqiang Tang Fei Yang Rogerio Feris Dimitris N. Metaxas 31 204 0 24 May 2018
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering Pan Lu Lei Ji Wei Zhang Nan Duan M. Zhou Jianyong Wang CoGe 17 79 0 24 May 2018
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery A. V. Etten ObjD 8 302 0 24 May 2018