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
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning Jie An Tao Li Haozhi Huang Li Shen Xuan Wang Yongyi Tang Jinwen Ma Wei Liu Jiebo Luo 3DH 3DPC 34 18 0 16 Jun 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction Yaodong Yu Kwan Ho Ryan Chan Chong You Chaobing Song Yi Ma SSL 36 190 0 15 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 54 1,588 0 15 Jun 2020
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization Junting Pan Siyu Chen Zheng Shou Yu Liu Jing Shao Hongsheng Li 3DPC 19 150 0 14 Jun 2020
Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning Hengtao Guo Sheng Xu Bradford J. Wood Pingkun Yan 14 39 0 13 Jun 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 19 397 0 12 Jun 2020
VirTex: Learning Visual Representations from Textual Annotations Karan Desai Justin Johnson SSL VLM 30 433 0 11 Jun 2020
Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges Yu Tian Gaofeng Pan Mohamed-Slim Alouini 22 43 0 10 Jun 2020
Probabilistic Semantic Mapping for Urban Autonomous Driving Applications David Paz Hengyuan Zhang Qinru Li Hao Xiang Henrik I. Christensen 35 43 0 08 Jun 2020
Lorentz Group Equivariant Neural Network for Particle Physics A. Bogatskiy Brandon M. Anderson Jan T. Offermann M. Roussi David W. Miller Risi Kondor AI4CE 29 136 0 08 Jun 2020
Text Detection and Recognition in the Wild: A Review Z. Raisi Mohamed A. Naiel Paul Fieguth Steven Wardell John S. Zelek 41 35 0 08 Jun 2020
Towards large-scale, automated, accurate detection of CCTV camera objects using computer vision. Applications and implications for privacy, safety, and cybersecurity. (Preprint) Hannu Turtiainen Andrei Costin Tuomo Lahtinen Lauri Sintonen Timo Hämäläinen 22 6 0 06 Jun 2020
An Overview of Neural Network Compression James OÑeill AI4CE 47 98 0 05 Jun 2020
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture Michael A. Beck Chen-Yi Liu C. Bidinosti C. Henry Cara M. Godee Manisha Ajmani VLM 19 21 0 01 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 79 655 0 01 Jun 2020
Automated Measurements of Key Morphological Features of Human Embryos for IVF B. Leahy Won-Dong Jang H. Yang R. Struyven D. Wei ... Y. Kalma F. Azem D. Ben-Yosef Hanspeter Pfister D. Needleman 3DH 25 27 0 29 May 2020
DC-NAS: Divide-and-Conquer Neural Architecture Search Yunhe Wang Yixing Xu Dacheng Tao 30 5 0 29 May 2020
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification D. Avola Luigi Cinque Alessio Fagioli S. Filetti G. Grani Emanuele Rodolà 18 37 0 28 May 2020
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 P. Hurtík Vojtech Molek Jan Hula M. Vajgl Pavel Vlasánek T. Nejezchleba SSeg ObjD 31 145 0 27 May 2020
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting Mingjie Wang Hao Cai Jun Zhou Minglun Gong 37 20 0 25 May 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 39 1,308 0 20 May 2020
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval D. Gao Linbo Jin Ben Chen Minghui Qiu Peng Li Yi Wei Yitao Hu Haozhe Jasper Wang OOD 25 133 0 20 May 2020
Context-aware and Scale-insensitive Temporal Repetition Counting Huaidong Zhang Xuemiao Xu Guoqiang Han Shengfeng He 29 47 0 18 May 2020
Multiple Attentional Pyramid Networks for Chinese Herbal Recognition Yingxue Xu Guihua Wen Yang Hu Mingnan Luo Dan Dai Y. Zhuang Wendy Hall 22 34 0 13 May 2020
Binarizing MobileNet via Evolution-based Searching Hai T. Phan Zechun Liu Dang T. Huynh Marios Savvides Kwang-Ting Cheng Zhiqiang Shen 3DV MQ 32 43 0 13 May 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 45 582 0 10 May 2020
Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors Yin Tang Qi Teng Lefei Zhang Fuhong Min Jun He HAI 21 89 0 08 May 2020
Source-Relaxed Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 33 84 0 07 May 2020
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices Chunjie Luo Xiwen He Jianfeng Zhan Lei Wang Wanling Gao Jiahui Dai ELM 27 58 0 07 May 2020
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines Gabriel Salomon Rayson Laroca David Menotti 16 41 0 06 May 2020
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder Guanlin Li Shuya Ding Jun Luo Chang-rui Liu AAML 60 19 0 06 May 2020
Bullseye Polytope: A Scalable Clean-Label Poisoning Attack with Improved Transferability H. Aghakhani Dongyu Meng Yu-Xiang Wang Christopher Kruegel Giovanni Vigna AAML 31 105 0 01 May 2020
Intra-model Variability in COVID-19 Classification Using Chest X-ray Images Brian D. Goodwin Corey Jaskolski Can Zhong Herick Asmani OOD 42 28 0 30 Apr 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 55 724 0 30 Apr 2020
Exploring Self-attention for Image Recognition Hengshuang Zhao Jiaya Jia V. Koltun SSL 52 774 0 28 Apr 2020
Dynamic Scale Training for Object Detection Yukang Chen Peizhen Zhang Zeming Li Yanwei Li Xinming Zhang Shiming Xiang Jian Sun Jiaya Jia ObjD 30 60 0 26 Apr 2020
Hyperspectral Images Classification Based on Multi-scale Residual Network Xiangdong Zhang Tengjun Wang Yun Yang 31 6 0 26 Apr 2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection Dongzhan Zhou Xinchi Zhou Hongwen Zhang Shuai Yi Wanli Ouyang VLM 28 16 0 25 Apr 2020
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification Di Zhuang Keyu Chen Jerome Chang 25 16 0 25 Apr 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 67 12,069 0 23 Apr 2020
TTNet: Real-time temporal and spatial video analysis of table tennis Roman Voeikov Nikolay S Falaleev Ruslan Baikulov ViT 19 79 0 21 Apr 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 51 1,463 0 19 Apr 2020
Are we pretraining it right? Digging deeper into visio-linguistic pretraining Amanpreet Singh Vedanuj Goswami Devi Parikh VLM 46 48 0 19 Apr 2020
PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning Chenglin Yang Adam Kortylewski Cihang Xie Yinzhi Cao Alan Yuille AAML 45 109 0 12 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 36 197 0 12 Apr 2020
Improved Residual Networks for Image and Video Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao SSeg AI4TS 17 170 0 10 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 19 145 0 10 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 78 1,004 0 09 Apr 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio Zhengsu Chen J. Niu Lingxi Xie Xuefeng Liu Longhui Wei Qi Tian 27 12 0 06 Apr 2020