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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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Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond Kaidi Xu Zhouxing Shi Huan Zhang Yihan Wang Kai-Wei Chang Minlie Huang B. Kailkhura Xinyu Lin Cho-Jui Hsieh AAML 94 12 0 28 Feb 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 131 703 0 27 Feb 2020
Graphcore C2 Card performance for image-based deep learning application: A Report Ilyes Kacher Maxime Portaz Hicham Randrianarivo Sylvain Peyronnet GNN BDL VLM 112 13 0 26 Feb 2020
Object Relational Graph with Teacher-Recommended Learning for Video Captioning Ziqi Zhang Yaya Shi Chunfen Yuan Bing Li Peijin Wang Weiming Hu Zhengjun Zha VLM 97 275 0 26 Feb 2020
Rethinking Bias-Variance Trade-off for Generalization of Neural Networks Zitong Yang Yaodong Yu Chong You Jacob Steinhardt Yi-An Ma 133 186 0 26 Feb 2020
On Feature Normalization and Data Augmentation Boyi Li Felix Wu Ser-Nam Lim Serge J. Belongie Kilian Q. Weinberger 69 138 0 25 Feb 2020
Searching for Winograd-aware Quantized Networks Javier Fernandez-Marques P. Whatmough Andrew Mundy Matthew Mattina MQ 76 40 0 25 Feb 2020
Hierarchical Conditional Relation Networks for Video Question Answering T. Le Vuong Le Svetha Venkatesh T. Tran 93 260 0 25 Feb 2020
I Am Going MAD: Maximum Discrepancy Competition for Comparing Classifiers Adaptively Haotao Wang Tianlong Chen Zhangyang Wang Kede Ma VLM 81 20 0 25 Feb 2020
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval Hadi Abdi Khojasteh Ebrahim Ansari Parvin Razzaghi Akbar Karimi VLM 61 4 0 23 Feb 2020
SNIFF: Reverse Engineering of Neural Networks with Fault Attacks J. Breier Dirmanto Jap Xiaolu Hou S. Bhasin Yang Liu 84 54 0 23 Feb 2020
Towards Robust and Reproducible Active Learning Using Neural Networks Prateek Munjal Nasir Hayat Munawar Hayat J. Sourati Shadab Khan UQCV 100 69 0 21 Feb 2020
Knapsack Pruning with Inner Distillation Y. Aflalo Asaf Noy Ming Lin Itamar Friedman Lihi Zelnik-Manor 3DPC 64 34 0 19 Feb 2020
Structured Sparsification with Joint Optimization of Group Convolution and Channel Shuffle Xinyu Zhang Kai Zhao Taihong Xiao Mingg-Ming Cheng Ming-Hsuan Yang 70 1 0 19 Feb 2020
Being Bayesian about Categorical Probability Taejong Joo U. Chung Minji Seo UQCV BDL 118 61 0 19 Feb 2020
Marvel: A Data-centric Compiler for DNN Operators on Spatial Accelerators Prasanth Chatarasi Hyoukjun Kwon Natesh Raina Saurabh Malik Vaisakh Haridas Angshuman Parashar Michael Pellauer T. Krishna Vivek Sarkar 51 5 0 18 Feb 2020
An End-to-End Framework for Unsupervised Pose Estimation of Occluded Pedestrians Sudip Das P. Kishore Ujjwal Bhattacharya 35 0 0 15 Feb 2020
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets Dongxian Wu Yisen Wang Shutao Xia James Bailey Xingjun Ma AAML SILM 133 314 0 14 Feb 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 163 873 0 11 Feb 2020
Input Validation for Neural Networks via Runtime Local Robustness Verification Jiangchao Liu Liqian Chen A. Miné Ji Wang AAML 61 10 0 09 Feb 2020
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization Milovs Nikolić G. B. Hacene Ciaran Bannon Alberto Delmas Lascorz Matthieu Courbariaux Yoshua Bengio Vincent Gripon Andreas Moshovos MQ 73 25 0 08 Feb 2020
FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders Hamd ul Moqeet Riaz Nuri Benbarka A. Zell 3DPC 66 16 0 07 Feb 2020
Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network Divinah O. Nyasaka Jing Wang Haron C. Tinega 66 7 0 07 Feb 2020
Analyzing the Dependency of ConvNets on Spatial Information Yue Fan Yongqin Xian M. Losch Bernt Schiele 20 4 0 05 Feb 2020
A Two-Stream Symmetric Network with Bidirectional Ensemble for Aerial Image Matching Jae-Hyun Park Woo-Jeoung Nam Seong-Whan Lee 64 33 0 04 Feb 2020
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data Wei Yin Xinlong Wang Chunhua Shen Yifan Liu Zhi Tian Songcen Xu Changming Sun Dou Renyin 3DH MDE 122 70 0 03 Feb 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 93 59 0 31 Jan 2020
Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task Chuanguang Yang Zhulin An Xiaolong Hu Hui Zhu Yongjun Xu 30 0 0 31 Jan 2020
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction Houpu Yao Yi Gao Yongming Liu AI4CE 111 67 0 31 Jan 2020
C-DLinkNet: considering multi-level semantic features for human parsing Yu Lu Muyan Feng Ming Wu Chuang Zhang SSeg 41 3 0 31 Jan 2020
Efficient Scene Text Detection with Textual Attention Tower Liang Zhang Yufei Liu Hang Xiao Lu Yang Guangming Zhu Syed Afaq Ali Shah Bennamoun Peiyi Shen 31 7 0 30 Jan 2020
2018 Robotic Scene Segmentation Challenge M. Allan S. Kondo S. Bodenstedt S. Leger Rahim Kadkhodamohammadi ... Sang Hyun Park M. Azizian Danail Stoyanov Lena Maier-Hein Stefanie Speidel 92 137 0 30 Jan 2020
Evaluating Robustness to Context-Sensitive Feature Perturbations of Different Granularities Isaac Dunn Laura Hanu Hadrien Pouget Daniel Kroening T. Melham AAML 86 2 0 29 Jan 2020
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks Souvik Kundu M. Nazemi Massoud Pedram K. Chugg Peter A. Beerel CVBM 93 36 0 29 Jan 2020
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach Misgina Tsighe Hagos 50 3 0 26 Jan 2020
No Routing Needed Between Capsules Adam Byerly T. Kalganova I. Dear 131 68 0 24 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 93 111 0 21 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 83 18 0 20 Jan 2020
Harmonic Convolutional Networks based on Discrete Cosine Transform Matej Ulicny V. Krylov Rozenn Dahyot 65 36 0 18 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search Xiangxiang Chu Shun Lu Xudong Li Bo Zhang 106 22 0 16 Jan 2020
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet Sizhe Chen Zhengbao He Chengjin Sun Jie Yang Xiaolin Huang AAML 121 105 0 16 Jan 2020
Rethinking Motion Representation: Residual Frames with 3D ConvNets for Better Action Recognition Li Tao Xueting Wang T. Yamasaki 3DPC 69 24 0 16 Jan 2020
Delving Deeper into the Decoder for Video Captioning Haoran Chen Jianmin Li Xiaolin Hu 73 35 0 16 Jan 2020
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking Jonathon Luiten Idil Esen Zulfikar Bastian Leibe VOS 185 62 0 15 Jan 2020
Extending Class Activation Mapping Using Gaussian Receptive Field Bum Jun Kim Gyogwon Koo Hyeyeon Choi Sang Woo Kim 46 7 0 15 Jan 2020
Proposal Learning for Semi-Supervised Object Detection Peng Tang Chetan Ramaiah Yan Wang Ran Xu Caiming Xiong 149 101 0 15 Jan 2020
Runtime Deep Model Multiplexing for Reduced Latency and Energy Consumption Inference Amir Erfan Eshratifar Massoud Pedram 34 3 0 14 Jan 2020
Learned Multi-View Texture Super-Resolution Audrey Richard Ian Cherabier Martin R. Oswald Vagia Tsiminaki Marc Pollefeys Konrad Schindler SupR 74 17 0 14 Jan 2020
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation Fajie Yuan Xiangnan He Alexandros Karatzoglou Liguang Zhang 59 0 0 13 Jan 2020
GridMask Data Augmentation Pengguang Chen Shu Liu Hengshuang Zhao Xingquan Wang Jiaya Jia 113 312 0 13 Jan 2020