Deep Residual Learning for Image Recognition

10 December 2015

Papers citing "Deep Residual Learning for Image Recognition"

50 / 26,793 papers shown

Title
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments Abdul Dakkak Cheng-rong Li Simon Garcia De Gonzalo Jinjun Xiong Wen-mei W. Hwu 21 19 0 24 Nov 2018
Robustness via curvature regularization, and vice versa Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi J. Uesato P. Frossard AAML 29 318 0 23 Nov 2018
Joint Neural Architecture Search and Quantization Yukang Chen Gaofeng Meng Qian Zhang Xinbang Zhang Liangchen Song Shiming Xiang Chunhong Pan MQ 30 29 0 23 Nov 2018
A Sufficient Condition for Convergences of Adam and RMSProp Fangyu Zou Li Shen Zequn Jie Weizhong Zhang Wei Liu 33 366 0 23 Nov 2018
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization Bowen Cheng Yunchao Wei Jiahui Yu Shiyu Chang Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD VLM 38 6 0 23 Nov 2018
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 45 16 0 23 Nov 2018
Structured Pruning of Neural Networks with Budget-Aware Regularization Carl Lemaire Andrew Achkar Pierre-Marc Jodoin 27 92 0 23 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 29 145 0 22 Nov 2018
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs Chaoyun Zhang Rui Li Woojin Kim Daesub Yoon P. Patras 33 49 0 22 Nov 2018
Mask R-CNN with Pyramid Attention Network for Scene Text Detection Zhida Huang Zhuoyao Zhong Lei-huan Sun Qiang Huo 30 80 0 22 Nov 2018
KekuleScope: prediction of cancer cell line sensitivity and compound potency using convolutional neural networks trained on compound images I. Cortés-Ciriano A. Bender MedIm 30 51 0 22 Nov 2018
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 28 326 0 22 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 27 152 0 22 Nov 2018
Three-dimensional Optical Coherence Tomography Image Denoising through Multi-input Fully-Convolutional Networks Ashkan Abbasi A. Monadjemi Leyuan Fang H. Rabbani Yi Zhang SupR 24 20 0 22 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 38 22 0 22 Nov 2018
Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration Pojui Chen Krishna Gadepalli Robert MacDonald Yun-Hui Liu K. Nagpal Timo Kohlberger Jeffrey Dean G. Corrado J. Hipp Martin C. Stumpe 21 41 0 21 Nov 2018
HAQ: Hardware-Aware Automated Quantization with Mixed Precision Kuan-Chieh Jackson Wang Zhijian Liu Chengyue Wu Ji Lin Song Han MQ 71 872 0 21 Nov 2018
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 47 1,077 0 21 Nov 2018
Recognizing Disguised Faces in the Wild Maneet Singh Richa Singh Mayank Vatsa Nalini Ratha Rama Chellappa CVBM 33 55 0 21 Nov 2018
Learning cross-lingual phonological and orthagraphic adaptations: a case study in improving neural machine translation between low-resource languages Saurav Jha A. Sudhakar Anil Kumar Singh 21 4 0 21 Nov 2018
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection Khoi-Nguyen C. Mac D. Joshi Raymond A. Yeh Jinjun Xiong Rogerio Feris Minh Do 27 42 0 21 Nov 2018
Regularizing by the Variance of the Activations' Sample-Variances Etai Littwin Lior Wolf VLM 23 12 0 21 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 36 446 0 21 Nov 2018
Unsupervised Single Image Deraining with Self-supervised Constraints Xin Jin Zhibo Chen Jianxin Lin Zhikai Chen Wei Zhou 24 73 0 21 Nov 2018
CNN based dense underwater 3D scene reconstruction by transfer learning using bubble database Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 30 7 0 21 Nov 2018
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides Naofumi Tomita B. Abdollahi Jason W. Wei Bing Ren A. Suriawinata Saeed Hassanpour MedIm 26 166 0 20 Nov 2018
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations Tianlu Wang Jieyu Zhao Mark Yatskar Kai-Wei Chang Vicente Ordonez FaML 34 17 0 20 Nov 2018
Double Refinement Network for Efficient Indoor Monocular Depth Estimation N. Durasov Mikhail Romanov Valeriya Bubnova P. Bogomolov Anton Konushin MDE 3DV 30 10 0 20 Nov 2018
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural Networks Qian Wang Ning Jia T. Breckon UQCV 14 10 0 20 Nov 2018
Single-Label Multi-Class Image Classification by Deep Logistic Regression Qi Dong Xiatian Zhu S. Gong 31 33 0 20 Nov 2018
LGLG-WPCA: An Effective Texture-based Method for Face Recognition Chaorong Li Wei Huang Huafu Chen CVBM 16 0 0 20 Nov 2018
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions Shaohua Li Kaiping Xue Chenkai Ding Xindi Gao David S. L. Wei Tao Wan F. Wu 27 67 0 20 Nov 2018
Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound Oren Solomon Regev Cohen Yi Zhang Yi Yang Qiong He Jianwen Luo Ruud J. G. van Sloun Yonina C. Eldar 30 184 0 20 Nov 2018
CGNet: A Light-weight Context Guided Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Yongdong Zhang SSeg 26 510 0 20 Nov 2018
Orthographic Feature Transform for Monocular 3D Object Detection Thomas Roddick Alex Kendall R. Cipolla 22 364 0 20 Nov 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Sketch-R2CNN: An Attentive Network for Vector Sketch Recognition Lei Li C. Zou Youyi Zheng Qingkun Su Hongbo Fu Chiew-Lan Tai 3DPC 38 26 0 20 Nov 2018
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging Qingjie Meng Matthew Sinclair V. Zimmer Benjamin Hou Martin Rajchl ... J. Housden Jacqueline Matthew Daniel Rueckert Julia A. Schnabel Bernhard Kainz 20 1 0 20 Nov 2018
How You See Me Rohit Gandikota Deepak Mishra OOD 19 0 0 20 Nov 2018
Learning to Detect Instantaneous Changes with Retrospective Convolution and Static Sample Synthesis Chao Chen Shenmin Zhang Cuibing Du 24 3 0 20 Nov 2018
Limited Gradient Descent: Learning With Noisy Labels Yi Sun Yan Tian Yiping Xu Jianxiang Li NoLa 35 13 0 20 Nov 2018
Scene Graph Generation via Conditional Random Fields Weilin Cong Wenjie Wang Wang-Chien Lee GNN 27 22 0 20 Nov 2018
Factorized Distillation: Training Holistic Person Re-identification Model by Distilling an Ensemble of Partial ReID Models Pengyuan Ren Jianmin Li 25 9 0 20 Nov 2018
Learning Robust Heterogeneous Signal Features from Parallel Neural Network for Audio Sentiment Analysis Feiyang Chen Ziqian Luo 19 19 0 20 Nov 2018
Gradient-Coherent Strong Regularization for Deep Neural Networks Dae Hoon Park C. Ho Yi Chang Huaqing Zhang ODL 21 1 0 20 Nov 2018
Neural Lander: Stable Drone Landing Control using Learned Dynamics Guanya Shi Xichen Shi Michael O'Connell Rose Yu Kamyar Azizzadenesheli Anima Anandkumar Yisong Yue Soon-Jo Chung 27 271 0 19 Nov 2018
Deep learning with asymmetric connections and Hebbian updates Y. Amit 21 44 0 19 Nov 2018
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery Mo Deng Shuai Li George Barbastathis SupR 27 18 0 19 Nov 2018
Deeper Interpretability of Deep Networks Tian Xu Jiayu Zhan Oliver G. B. Garrod Philip Torr Song-Chun Zhu Robin A. A. Ince P. Schyns CVBM 29 16 0 19 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 19 92 0 19 Nov 2018