Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 27,656 papers shown

Title
Learning Non-Lambertian Object Intrinsics across ShapeNet Categories Jian Shi Yue Dong Hao Su Stella X. Yu 28 181 0 27 Dec 2016
Steerable CNNs Taco S. Cohen Max Welling BDL 63 493 0 27 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 92 15,477 0 25 Dec 2016
A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans Yuyin Zhou Lingxi Xie Wei Shen Yan Wang Elliot K. Fishman Alan Yuille MedIm 41 36 0 25 Dec 2016
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 104 2,365 0 23 Dec 2016
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge A. Setio A. Traverso Thomas de Bel Moira S. N. Berens C. V. D. Bogaard ... Jef Vandemeulebroucke N. Walasek G. Zuidhof Bram van Ginneken Colin Jacobs 51 1,061 0 23 Dec 2016
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 18 969 0 23 Dec 2016
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 49 1,797 0 22 Dec 2016
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 29 214 0 22 Dec 2016
Hardware for Machine Learning: Challenges and Opportunities Vivienne Sze Yu-hsin Chen Joel S. Einer Amr Suleiman Zhengdong Zhang 22 77 0 22 Dec 2016
Loss is its own Reward: Self-Supervision for Reinforcement Learning Evan Shelhamer Parsa Mahmoudieh Max Argus Trevor Darrell SSL 24 186 0 21 Dec 2016
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology K. Paeng Sangheum Hwang Sunggyun Park Minsoo Kim 34 78 0 21 Dec 2016
Collaborative Filtering with User-Item Co-Autoregressive Models Chao Du Chongxuan Li Yin Zheng Jun Zhu Bo Zhang HAI 29 33 0 21 Dec 2016
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 134 2,324 0 20 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 41 320 0 20 Dec 2016
Action-Driven Object Detection with Top-Down Visual Attentions Donggeun Yoo Sunggyun Park K. Paeng Joon-Young Lee In So Kweon ObjD 21 6 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 35 766 0 19 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 18 66 0 19 Dec 2016
Dual Deep Network for Visual Tracking Zhizhen Chi Hongyang Li Huchuan Lu Ming-Hsuan Yang 20 114 0 19 Dec 2016
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics Francesco Conti R. Schilling Pasquale Davide Schiavone A. Pullini D. Rossi ... Michael Gautschi Igor Loi Germain Haugou Stefan Mangard Luca Benini 21 117 0 18 Dec 2016
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 23 293 0 18 Dec 2016
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert 29 311 0 16 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 104 1,530 0 16 Dec 2016
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel OOD 39 86 0 16 Dec 2016
Learning Residual Images for Face Attribute Manipulation Wei Shen Rujie Liu CVBM GAN 23 252 0 16 Dec 2016
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Tran Minh Quan David Grant Colburn Hildebrand W. Jeong 24 236 0 16 Dec 2016
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States Cewu Lu Hao Su Yongyi Lu L. Yi Chi-Keung Tang Leonidas J. Guibas 25 33 0 15 Dec 2016
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Anh Tran Tal Hassner I. Masi Gérard Medioni CVBM 3DH 3DV 27 479 0 15 Dec 2016
Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks Seyed A. Esmaeili Bharat Singh L. Davis 29 38 0 14 Dec 2016
Single Image Action Recognition using Semantic Body Part Actions Zhichen Zhao Huimin Ma Shaodi You 30 74 0 14 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed J. Hopcroft Serge J. Belongie GAN 22 458 0 13 Dec 2016
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 70 2,553 0 12 Dec 2016
Inverse Compositional Spatial Transformer Networks Chen-Hsuan Lin Simon Lucey 24 162 0 12 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 25 1,360 0 12 Dec 2016
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification Maksim Lapin Matthias Hein Bernt Schiele 38 102 0 12 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 29 71 0 10 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 68 2,705 0 10 Dec 2016
Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks Jianxu Chen C. Srinivas 37 31 0 09 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 240 21,841 0 09 Dec 2016
Clipper: A Low-Latency Online Prediction Serving System D. Crankshaw Xin Wang Giulio Zhou Michael Franklin Joseph E. Gonzalez Ion Stoica 30 671 0 09 Dec 2016
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 36 117 0 09 Dec 2016
Facial Expression Recognition using Convolutional Neural Networks: State of the Art C. Pramerdorfer M. Kampel CVBM 100 246 0 09 Dec 2016
Deep TEN: Texture Encoding Network Hang Zhang Jia Xue Kristin J. Dana 3DV 30 228 0 08 Dec 2016
An Architecture for Deep, Hierarchical Generative Models Philip Bachman AI4CE BDL 33 53 0 08 Dec 2016
Differential Angular Imaging for Material Recognition Jia Xue Hang Zhang Kristin J. Dana Ko Nishino 32 87 0 07 Dec 2016
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 36 1,451 0 07 Dec 2016
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 90 1,951 0 07 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 35 1,021 0 07 Dec 2016
Towards the Limit of Network Quantization Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 22 191 0 05 Dec 2016