Very Deep Convolutional Networks for Large-Scale Image Recognition

4 September 2014

Papers citing "Very Deep Convolutional Networks for Large-Scale Image Recognition"

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Title
Hierarchical interpretations for neural network predictions Chandan Singh W. James Murdoch Bin Yu 23 145 0 14 Jun 2018
On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond Xingguo Li Junwei Lu Zhaoran Wang Jarvis D. Haupt T. Zhao 25 78 0 13 Jun 2018
The streaming rollout of deep networks - towards fully model-parallel execution Volker Fischer Jan M. Köhler Thomas Pfeil 19 16 0 13 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan Ö. Arik Haonan Yu Hairong Liu G. Diamos 17 64 0 12 Jun 2018
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification? Jun Xu Wangpeng An Lei Zhang David C. Zhang BDL 96 119 0 12 Jun 2018
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking Haichuan Yang Yuhao Zhu Ji Liu CVBM 12 36 0 12 Jun 2018
Fast Approximate Natural Gradient Descent in a Kronecker-factored Eigenbasis Thomas George César Laurent Xavier Bouthillier Nicolas Ballas Pascal Vincent ODL 26 150 0 11 Jun 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 30 141 0 11 Jun 2018
Localizing and Quantifying Damage in Social Media Images Xukun Li Xukun Li Doina Caragea Muhammad Imran 16 57 0 09 Jun 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
Generating Image Sequence from Description with LSTM Conditional GAN Xu Ouyang Xi Zhang Di Ma G. Agam GAN VLM 13 14 0 08 Jun 2018
Large-scale Bisample Learning on ID Versus Spot Face Recognition Xiangyu Zhu Hao Liu Zhen Lei Hailin Shi Fan Yang Dong Yi Guojun Qi Stan Z. Li CVBM 22 47 0 08 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 27 210 0 07 Jun 2018
Variational Implicit Processes Chao Ma Yingzhen Li José Miguel Hernández-Lobato BDL 22 68 0 06 Jun 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 81 3,477 0 06 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 32 17 0 05 Jun 2018
LSTM Benchmarks for Deep Learning Frameworks Stefan Braun 22 28 0 05 Jun 2018
Perturbative Neural Networks Felix Juefei Xu Vishnu Naresh Boddeti Marios Savvides 16 37 0 05 Jun 2018
Attention Based Fully Convolutional Network for Speech Emotion Recognition Yuanyuan Zhang Jun Du Zirui Wang Jianshu Zhang 42 126 0 05 Jun 2018
Deep Image Compression via End-to-End Learning Haojie Liu Tong Chen Qiu Shen Tao Yue Zhan Ma 16 41 0 05 Jun 2018
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 46 890 0 05 Jun 2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning Barak Oshri A. Hu P. Adelson Xiao Chen P. Dupas Jeremy Weinstein Marshall Burke David B. Lobell Stefano Ermon 16 71 0 03 Jun 2018
AID++: An Updated Version of AID on Scene Classification P. Jin Gui-Song Xia Fan Hu Qikai Lu Liangpei Zhang 13 23 0 03 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 15 49 0 02 Jun 2018
Do CIFAR-10 Classifiers Generalize to CIFAR-10? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD FedML ELM 17 405 0 01 Jun 2018
Learn the new, keep the old: Extending pretrained models with new anatomy and images Firat Özdemir Philipp Fürnstahl Orçun Göksel CLL 33 48 0 01 Jun 2018
Fast, Diverse and Accurate Image Captioning Guided By Part-of-Speech Aditya Deshpande J. Aneja Liwei Wang A. Schwing David A. Forsyth 17 146 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
Adversarial Attacks on Face Detectors using Neural Net based Constrained Optimization A. Bose P. Aarabi AAML 11 89 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
Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach Rodrigo Berriel Franco Schmidt Rossi Alberto F. de Souza Thiago Oliveira-Santos 17 50 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
To Trust Or Not To Trust A Classifier Heinrich Jiang Been Kim Melody Y. Guan Maya R. Gupta UQCV 30 464 0 30 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
Lightweight Probabilistic Deep Networks Jochen Gast Stefan Roth UQCV OOD BDL 30 180 0 29 May 2018
CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing Mauro Barni Andrea Costanzo Ehsan Nowroozi B. Tondi 25 47 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
Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder Yaxiang Fan G. Wen Deren Li S. Qiu M. Levine DRL 11 211 0 29 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
Adaptive neural network classifier for decoding MEG signals I. Zubarev Rasmus Zetter Hanna-Leena Halme L. Parkkonen 19 46 0 28 May 2018
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception William Lotter Gabriel Kreiman David D. Cox 27 31 0 28 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
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
Few-Shot Segmentation Propagation with Guided Networks Kate Rakelly Evan Shelhamer Trevor Darrell Alexei A. Efros Sergey Levine 32 118 0 25 May 2018