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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
A Kings Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 64 8 0 19 Aug 2019
Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data Johannes Czech Moritz Willig Alena Beyer Kristian Kersting Johannes Furnkranz 55 17 0 19 Aug 2019
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search Xiangxiang Chu Bo Zhang Qingyuan Li Ruijun Xu Xudong Li 101 24 0 16 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 100 37 0 16 Aug 2019
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss Hyunsu Kim Ho Young Jhoo Eunhyeok Park S. Yoo GAN 84 103 0 16 Aug 2019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object Xue Yang Junchi Yan Qingqing Liu Ang Li ObjD 139 898 0 15 Aug 2019
Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles Dong Cao Lisha Xu 54 2 0 15 Aug 2019
Exploiting Parallelism Opportunities with Deep Learning Frameworks Y. Wang Carole-Jean Wu Xiaodong Wang K. Hazelwood David Brooks 66 30 0 13 Aug 2019
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs N. Gessert Alexander Schlaefer 57 8 0 12 Aug 2019
LIP: Local Importance-based Pooling Ziteng Gao Limin Wang Gangshan Wu FAtt 85 96 0 12 Aug 2019
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise Senwei Liang Zhongzhan Huang Mingfu Liang Haizhao Yang 104 59 0 12 Aug 2019
HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions Duo Li Aojun Zhou Anbang Yao 59 39 0 11 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 135 824 0 10 Aug 2019
Recognizing Part Attributes with Insufficient Data Xiangyu Zhao Yi Yang Feng Zhou Xiao Tan Yuchen Yuan Sid Ying-Ze Bao Ying Nian Wu 51 20 0 09 Aug 2019
PosNeg-Balanced Anchors with Aligned Features for Single-Shot Object Detection Qiankun Tang Shice Liu Jie Li Yu Hu ObjD 39 2 0 09 Aug 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 169 1,380 0 08 Aug 2019
ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules Hyojin Park Lars Lowe Sjösund Y. Yoo Jihwan Bang Nojun Kwak SSeg 69 26 0 08 Aug 2019
Learning a Unified Embedding for Visual Search at Pinterest Andrew Zhai Hao-Yu Wu Eric Tzeng Dong Huk Park Charles R. Rosenberg DML 81 52 0 05 Aug 2019
A principled approach for generating adversarial images under non-smooth dissimilarity metrics Aram-Alexandre Pooladian Chris Finlay Tim Hoheisel Adam M. Oberman AAML 61 3 0 05 Aug 2019
Predicting Actions to Help Predict Translations Zixiu "Alex" Wu Julia Ive Josiah Wang Pranava Madhyastha Lucia Specia 77 7 0 05 Aug 2019
Greedy AutoAugment Alireza Naghizadeh Mohammadsajad Abavisani Dimitris N. Metaxas 38 15 0 02 Aug 2019
Improving localization-based approaches for breast cancer screening exam classification Thibault Févry Jason Phang Nan Wu S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras MedIm 48 10 0 01 Aug 2019
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline Zhutian Chen Yun Wang Qianwen Wang Yong Wang Huamin Qu 81 78 0 31 Jul 2019
Use What You Have: Video Retrieval Using Representations From Collaborative Experts Yang Liu Samuel Albanie Arsha Nagrani Andrew Zisserman 111 391 0 31 Jul 2019
Cartoon Face Recognition: A Benchmark Dataset Yi Zheng Yifan Zhao Mengyuan Ren He Yan Xiangju Lu Bo Peng Jia Li CVBM 60 3 0 31 Jul 2019
Tuning Algorithms and Generators for Efficient Edge Inference R. Naous Lazar Supic Yoonhwan Kang Ranko Seradejovic Anish Singhani Vladimir M. Stojanović 23 2 0 31 Jul 2019
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition Pau Rodríguez López Diego A. Velázquez Guillem Cucurull J. M. Gonfaus F. X. Roca Jordi Gonzalez 125 75 0 30 Jul 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 136 432 0 29 Jul 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 113 329 0 28 Jul 2019
Rethinking Classification and Localization for Cascade R-CNN Ang Li Xue Yang Chongyang Zhang ObjD 66 6 0 27 Jul 2019
A Benchmark on Tricks for Large-scale Image Retrieval ByungSoo Ko Minchul Shin Geonmo Gu HeeJae Jun T. Lee Youngjoon Kim VLM 54 3 0 27 Jul 2019
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 68 8 0 27 Jul 2019
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction Kumara Kahatapitiya Ranga Rodrigo 25 0 0 26 Jul 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 193 328 0 26 Jul 2019
Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization Chunfei Ma Joonhyang Choi Byeongwon Lee Seungji Yang 26 0 0 25 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 236 683 0 24 Jul 2019
DR Loss: Improving Object Detection by Distributional Ranking Qi Qian Lei Chen Hao Li Rong Jin 54 70 0 23 Jul 2019
MixConv: Mixed Depthwise Convolutional Kernels Mingxing Tan Quoc V. Le 125 382 0 22 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 166 1,164 0 22 Jul 2019
XferNAS: Transfer Neural Architecture Search Martin Wistuba 65 12 0 18 Jul 2019
Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks A. Tiulpin S. Saarakkala 73 125 0 18 Jul 2019
Robustness properties of Facebook's ResNeXt WSL models Emin Orhan VLM 145 31 0 17 Jul 2019
FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition Hongje Seong Junhyuk Hyun Euntai Kim 65 52 0 17 Jul 2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Claudio Michaelis Benjamin Mitzkus Robert Geirhos E. Rusak Oliver Bringmann Alexander S. Ecker Matthias Bethge Wieland Brendel 3DPC 114 454 0 17 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Basel Alomair OODD 377 1,487 0 16 Jul 2019
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval S. Husain Eng-Jon Ong M. Bober 50 24 0 12 Jul 2019
And the Bit Goes Down: Revisiting the Quantization of Neural Networks Pierre Stock Armand Joulin Rémi Gribonval Benjamin Graham Hervé Jégou MQ 137 149 0 12 Jul 2019
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing Qian Zhang Jianjun Li Meng Yao Liangchen Song Helong Zhou Zhichao Li Wenming Meng Xuezhi Zhang Guoli Wang 90 22 0 12 Jul 2019
Efficient Semantic Scene Completion Network with Spatial Group Convolution Jiahui Zhang Hao Zhao Anbang Yao Yurong Chen Li Zhang Hongen Liao 3DPC 81 116 0 11 Jul 2019
Profiling based Out-of-core Hybrid Method for Large Neural Networks Yuki Ito Haruki Imai Tung D. Le Yasushi Negishi K. Kawachiya R. Matsumiya Toshio Endo 58 9 0 11 Jul 2019