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
Dense Dual-Path Network for Real-time Semantic Segmentation Xinneng Yang Yan Wu Junqiao Zhao Feilin Liu SSeg 39 12 0 21 Oct 2020
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 50 30 0 20 Oct 2020
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 122 56 0 19 Oct 2020
Hierarchical Conditional Relation Networks for Multimodal Video Question Answering T. Le Vuong Le Svetha Venkatesh T. Tran BDL 24 22 0 18 Oct 2020
PolarDet: A Fast, More Precise Detector for Rotated Target in Aerial Images Pengbo Zhao Zhenshen Qu Yingjia Bu Wenming Tan Ye Ren Shiliang Pu ObjD 100 84 0 17 Oct 2020
Towards Accurate Human Pose Estimation in Videos of Crowded Scenes Li Yuan Shuning Chang Xuecheng Nie Ziyuan Huang Yichen Zhou Yupeng Chen Jiashi Feng Shuicheng Yan 29 15 0 16 Oct 2020
The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers Preetum Nakkiran Behnam Neyshabur Hanie Sedghi OffRL 29 11 0 16 Oct 2020
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness Long Zhao Ting Liu Xi Peng Dimitris N. Metaxas OOD AAML 27 165 0 15 Oct 2020
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning Hongjun Wang Guanbin Li Xiaobai Liu Liang Lin GAN AAML 21 22 0 15 Oct 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 51 42 0 13 Oct 2020
Semantic Change Detection with Asymmetric Siamese Networks Kunping Yang Gui-Song Xia Zicheng Liu Bo Du Wen Yang Marcello Pelillo Liangpei Zhang 55 33 0 12 Oct 2020
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oren Nuriel Sagie Benaim Lior Wolf 30 88 0 09 Oct 2020
Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy Adrian Shajkofci M. Liebling 25 43 0 08 Oct 2020
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Moi Hoon Yap Ryo Hachiuma A. Alavi Raphael Brüngel B. Cassidy ... David Gillespie N. Reeves Joseph M Pappachan C. O'Shea E. Frank FedML 23 123 0 07 Oct 2020
InstaHide: Instance-hiding Schemes for Private Distributed Learning Yangsibo Huang Zhao Song Keqin Li Sanjeev Arora FedML PICV 25 150 0 06 Oct 2020
OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head Haris Cheong S. Devalla Thanadet Chuangsuwanich T. A. Tun Xiaofei Wang ... L. Schmetterer M. Buist C. Boote Alexandre Hoang Thiery M. Girard 30 19 0 06 Oct 2020
Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track Zeming Li Yuchen Ma Yukang Chen Xinming Zhang Jian Sun ISeg 38 5 0 06 Oct 2020
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 36 380 0 05 Oct 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks Kun Yuan Quanquan Li Dapeng Chen Aojun Zhou Junjie Yan GNN 23 1 0 02 Oct 2020
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 25 22 0 29 Sep 2020
Fast and Incremental Loop Closure Detection with Deep Features and Proximity Graphs Shan An Haogang Zhu Dong Wei Konstantinos A. Tsintotas Antonios Gasteratos 29 42 0 29 Sep 2020
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 33 21 0 28 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 25 438 0 28 Sep 2020
Towards General Purpose Geometry-Preserving Single-View Depth Estimation Mikhail Romanov Nikolay Patatkin Anna Vorontsova Sergey Nikolenko Anton Konushin Dmitry Senyushkin MDE 29 3 0 25 Sep 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 36 1,397 0 21 Sep 2020
3D-FUTURE: 3D Furniture shape with TextURE Huan Fu Rongfei Jia Lin Gao Biwei Huang Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 47 247 0 21 Sep 2020
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping B. Adriano Naoto Yokoya J. Xia H. Miura Wen Liu M. Matsuoka Shunichi Koshimura 33 103 0 14 Sep 2020
SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition Liangzhi Li Bowen Wang Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara OCL 23 49 0 14 Sep 2020
Dual Encoding for Video Retrieval by Text Jianfeng Dong Xirong Li Chaoxi Xu Xun Yang Gang Yang Xun Wang Meng Wang 24 2 0 10 Sep 2020
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Paschalis A. Bizopoulos N. Vretos P. Daras 35 17 0 10 Sep 2020
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Yikuan Li Hanyin Wang Yuan Luo 19 63 0 03 Sep 2020
Simulating Unknown Target Models for Query-Efficient Black-box Attacks Chen Ma L. Chen Junhai Yong MLAU OOD 41 17 0 02 Sep 2020
Neural Crossbreed: Neural Based Image Metamorphosis Sanghun Park Kwanggyoon Seo Jun-yong Noh 17 4 0 02 Sep 2020
Automating the assessment of biofouling in images using expert agreement as a gold standard N. Bloomfield Susan Wei Bartholomew Woodham Peter Wilkinson Andrew Robinson 19 18 0 21 Aug 2020
Yet Another Intermediate-Level Attack Qizhang Li Yiwen Guo Hao Chen AAML 24 51 0 20 Aug 2020
Addressing Neural Network Robustness with Mixup and Targeted Labeling Adversarial Training Alfred Laugros A. Caplier Matthieu Ospici AAML 24 19 0 19 Aug 2020
Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models T. Wang Selen Pehlivan Jorma T. Laaksonen 29 34 0 18 Aug 2020
Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training Geoffrey X. Yu Tovi Grossman Gennady Pekhimenko 24 17 0 15 Aug 2020
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound Jianbo Jiao Yifan Cai M. Alsharid L. Drukker A. Papageorghiou J. A. Noble 22 39 0 14 Aug 2020
Shift Equivariance in Object Detection M. Manfredi Yu Wang ObjD 17 18 0 13 Aug 2020
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units linda Qiao Yanbo Xu Alind Khare Satria Priambada K. Maher Alaa Aljiffry Jimeng Sun Alexey Tumanov OOD 31 84 0 10 Aug 2020
Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment Dingquan Li Tingting Jiang Ming Jiang 30 96 0 10 Aug 2020
How Trustworthy are Performance Evaluations for Basic Vision Tasks? Tran Thien Dat Nguyen H. Rezatofighi B. Vo B. Vo Silvio Savarese Ian Reid XAI 37 23 0 08 Aug 2020
Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance N. Jha Sparsh Mittal 27 16 0 06 Aug 2020
Cross-Model Image Annotation Platform with Active Learning Lynnette Hui Xian Ng Henry Ng Siong Hock Nguwi Yok Yen VLM 8 3 0 06 Aug 2020
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track Zehao Huang Zehui Chen Qiaofei Li Hongkai Zhang Naiyan Wang 31 13 0 04 Aug 2020
Reducing Label Noise in Anchor-Free Object Detection Nermin Samet Samet Hicsonmez Emre Akbas ObjD 29 6 0 03 Aug 2020
Frame-To-Frame Consistent Semantic Segmentation M. Rebol Patrick Knöbelreiter VOS 16 7 0 03 Aug 2020
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) Samuel Albanie Yang Liu Arsha Nagrani Antoine Miech Ernesto Coto ... Kaixu Cui Hui Liu Chen Wang Yudong Jiang Xiaoshuai Hao 34 9 0 03 Aug 2020
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning Wentao Bao Qi Yu Yu Kong 35 133 0 01 Aug 2020