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Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

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Title
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 113 135 0 09 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao Pan Lu Hongsheng Li Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 160 69 0 08 Aug 2018
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 53 14 0 08 Aug 2018
Adversarial Vision Challenge Wieland Brendel Jonas Rauber Alexey Kurakin Nicolas Papernot Behar Veliqi M. Salathé Sharada Mohanty Matthias Bethge AAML 79 58 0 06 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 67 77 0 05 Aug 2018
Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition Che-Wei Huang Shrikanth S. Narayanan 53 2 0 02 Aug 2018
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database Qijie Zhao Feng Ni Yang Song Yongtao Wang Zhi Tang 40 8 0 31 Jul 2018
Extreme Network Compression via Filter Group Approximation Bo Peng Wenming Tan Zheyang Li Shun Zhang Di Xie Shiliang Pu 90 63 0 30 Jul 2018
Multi-Fiber Networks for Video Recognition Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng CVBM 161 220 0 30 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 197 5,054 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
Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification Fu Xiong Yang Xiao Zhiguo Cao Kaicheng Gong Zhiwen Fang Qiufeng Wang CVBM 76 50 0 29 Jul 2018
MaskConnect: Connectivity Learning by Gradient Descent Karim Ahmed Lorenzo Torresani 92 49 0 28 Jul 2018
Influence of Image Classification Accuracy on Saliency Map Estimation Taiki Oyama Takao Yamanaka 73 20 0 27 Jul 2018
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 221 1,910 0 26 Jul 2018
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning Jen-Tang Lu S. Pedemonte B. Bizzo S. Doyle Katherine P. Andriole Mark H. Michalski R. González S. Pomerantz 68 45 0 26 Jul 2018
Learning to predict crisp boundaries Ruoxi Deng Chunhua Shen S. Liu Huibing Wang Xinru Liu 77 243 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 120 705 0 26 Jul 2018
Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Yu Jiang Vivek Natarajan Xinlei Chen Marcus Rohrbach Dhruv Batra Devi Parikh VLM 107 203 0 26 Jul 2018
Attention Mechanisms for Object Recognition with Event-Based Cameras Marco Cannici Marco Ciccone Andrea Romanoni Matteo Matteucci 66 42 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
A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging Karan Aggarwal Swaraj Khadanga Shafiq Joty L. Kazaglis Jaideep Srivastava 42 15 0 23 Jul 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 111 117 0 21 Jul 2018
Bayesian filtering unifies adaptive and non-adaptive neural network optimization methods Laurence Aitchison ODL 138 21 0 19 Jul 2018
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery Pau Rodríguez López J. M. Gonfaus Guillem Cucurull F. X. Roca Jordi Gonzalez 66 38 0 19 Jul 2018
Self-supervised Knowledge Distillation Using Singular Value Decomposition Seunghyun Lee D. Kim B. Song 79 142 0 18 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 242 16,797 0 17 Jul 2018
BAM: Bottleneck Attention Module Jongchan Park Sanghyun Woo Joon-Young Lee In So Kweon 85 1,050 0 17 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 216 4,040 0 15 Jul 2018
3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space M. Abdi Ehsan Abbasnejad C. Lim S. Nahavandi 3DH 52 13 0 14 Jul 2018
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network Muhammed Kocabas Salih Karagoz Emre Akbas 3DH CVBM 82 255 0 11 Jul 2018
Deep attention-based classification network for robust depth prediction Ruibo Li Ke Xian Chunhua Shen Zhiguo Cao Hao Lu Lingxiao Hang MDE 84 94 0 11 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen Quanfu Fan Neil Rohit Mallinar Tom Sercu Rogerio Feris 78 98 0 10 Jul 2018
Human Activity Recognition in RGB-D Videos by Dynamic Images Snehasis Mukherjee L. Anvitha T. Mohana Lahari 82 18 0 09 Jul 2018
Anytime Neural Prediction via Slicing Networks Vertically Hankook Lee Jinwoo Shin AI4CE 62 16 0 07 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 26 3 0 06 Jul 2018
Implicit Generative Modeling of Random Noise during Training for Adversarial Robustness Priyadarshini Panda Kaushik Roy AAML 50 4 0 05 Jul 2018
Detecting Visual Relationships Using Box Attention Alexander Kolesnikov Alina Kuznetsova Christoph H. Lampert V. Ferrari 99 65 0 05 Jul 2018
Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations Dan Hendrycks Thomas G. Dietterich OOD 129 202 0 04 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
Active Testing: An Efficient and Robust Framework for Estimating Accuracy P. Nguyen Deva Ramanan Charless C. Fowlkes VLM 51 12 0 02 Jul 2018
Evenly Cascaded Convolutional Networks Chengxi Ye Chinmaya Devaraj Michael Maynord Cornelia Fermuller Yiannis Aloimonos 35 7 0 02 Jul 2018
Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition Dongliang He Fu Li Qijie Zhao Xiang Long Yi Fu Shilei Wen 80 18 0 27 Jun 2018
CFENet: An Accurate and Efficient Single-Shot Object Detector for Autonomous Driving Qijie Zhao Tao Sheng Yongtao Wang Feng Ni Lingyi Cai ObjD 48 34 0 26 Jun 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 71 79 0 26 Jun 2018
Efficient Semantic Segmentation using Gradual Grouping Nikitha Vallurupalli Sriharsha Annamaneni G. Varma C. V. Jawahar Manu Mathew S. Nagori SSeg 76 12 0 22 Jun 2018
Gradient Adversarial Training of Neural Networks Ayan Sinha Zhao Chen Vijay Badrinarayanan Andrew Rabinovich AAML 70 33 0 21 Jun 2018
Soft Sampling for Robust Object Detection Zhe Wu Navaneeth Bodla Bharat Singh Mahyar Najibi Rama Chellappa L. Davis ObjD 68 72 0 18 Jun 2018
Modularity Matters: Learning Invariant Relational Reasoning Tasks Jason Jo Vikas Verma Yoshua Bengio OOD 49 8 0 18 Jun 2018