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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
Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition Bo Liu Haoxiang Li Hao Kang G. Hua Nuno Vasconcelos 79 14 0 01 May 2021
Vehicle Re-identification Method Based on Vehicle Attribute and Mutual Exclusion Between Cameras Junru Chen S. Geng Yongluan Yan Danyang Huang Hao Liu Yadong Li 67 3 0 30 Apr 2021
Pre-training of Deep RL Agents for Improved Learning under Domain Randomization Artemij Amiranashvili Max Argus Lukás Hermann Wolfram Burgard Thomas Brox 50 3 0 29 Apr 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 75 49 0 29 Apr 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 130 58 0 29 Apr 2021
Segmentation-grounded Scene Graph Generation Siddhesh Khandelwal M. Suhail Leonid Sigal 89 28 0 29 Apr 2021
Decoupled Dynamic Filter Networks Jingkai Zhou Varun Jampani Zhixiong Pi Qiong Liu Ming-Hsuan Yang 95 112 0 29 Apr 2021
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection Jiachen Li Bowen Cheng Rogerio Feris Jinjun Xiong Thomas S.Huang Wen-mei W. Hwu Humphrey Shi 61 19 0 29 Apr 2021
Exploring Relational Context for Multi-Task Dense Prediction David Brüggemann Menelaos Kanakis Anton Obukhov Stamatios Georgoulis Luc Van Gool 155 77 0 28 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 146 1,036 0 28 Apr 2021
ConTNet: Why not use convolution and transformer at the same time? Haotian Yan Zhe Li Weijian Li Changhu Wang Ming Wu Chuang Zhang ViT 106 77 0 27 Apr 2021
Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification Yixiao Ge Xiao Zhang Ching Lam Choi Ka Chun Cheung Peipei Zhao Feng Zhu Xiaogang Wang Rui Zhao Hongsheng Li FedML UQCV 208 26 0 27 Apr 2021
If your data distribution shifts, use self-learning E. Rusak Steffen Schneider George Pachitariu L. Eck Peter V. Gehler Oliver Bringmann Wieland Brendel Matthias Bethge VLM OOD TTA 180 33 0 27 Apr 2021
Visformer: The Vision-friendly Transformer Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 236 223 0 26 Apr 2021
Practical Wide-Angle Portraits Correction with Deep Structured Models Jing Tan Shan Zhao Pengfei Xiong Jiangyu Liu Haoqiang Fan Shuaicheng Liu 3DH 3DV 47 17 0 26 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 172 761 0 24 Apr 2021
VidTr: Video Transformer Without Convolutions Yanyi Zhang Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Biagio Brattoli Hao Chen I. Marsic Joseph Tighe ViT 281 199 0 23 Apr 2021
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio A. Guzhov Federico Raue Jörn Hees Andreas Dengel 86 38 0 23 Apr 2021
Sketch-QNet: A Quadruplet ConvNet for Color Sketch-based Image Retrieval Anibal Fuentes J. M. Saavedra 100 13 0 22 Apr 2021
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation Hang Zhou Yasheng Sun Wayne Wu Chen Change Loy Xiaogang Wang Ziwei Liu CVBM 155 374 0 22 Apr 2021
Scaling of neural-network quantum states for time evolution Sheng-Hsuan Lin F. Pollmann 82 25 0 21 Apr 2021
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation Jie Lian Jingyun Liu Shu Zhen Zhang Kai Gao Xiaoqing Liu Dingwen Zhang Yizhou Yu 100 43 0 21 Apr 2021
Compact and Effective Representations for Sketch-based Image Retrieval Pablo Torres J. M. Saavedra 138 13 0 20 Apr 2021
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis Samuele Poppi Marcella Cornia Lorenzo Baraldi Rita Cucchiara FAtt 206 34 0 20 Apr 2021
BM-NAS: Bilevel Multimodal Neural Architecture Search Yihang Yin Siyu Huang Xiang Zhang 99 27 0 19 Apr 2021
Memorisation versus Generalisation in Pre-trained Language Models Michael Tänzer Sebastian Ruder Marek Rei 129 51 0 16 Apr 2021
TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu Hailin Jin Andrew Zisserman Samuel Albanie Yang Liu VGen 69 126 0 16 Apr 2021
Augmenting Deep Classifiers with Polynomial Neural Networks Grigorios G. Chrysos Markos Georgopoulos Jiankang Deng Jean Kossaifi Yannis Panagakis Anima Anandkumar 65 20 0 16 Apr 2021
A De-raining semantic segmentation network for real-time foreground segmentation Fanyi Wang Yihui Zhang SSeg 40 7 0 16 Apr 2021
Exploring Visual Engagement Signals for Representation Learning Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge Belongie Ser-Nam Lim 82 13 0 15 Apr 2021
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks Hongyi Pan Diaa Badawi Ahmet Enis Cetin 98 21 0 14 Apr 2021
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling Sam Partee M. Ellis Alessandro Rigazzi S. Bachman Gustavo M. Marques Andrew Shao Benjamin Robbins AI4Cl AI4CE 54 19 0 13 Apr 2021
Pointly-Supervised Instance Segmentation Bowen Cheng Omkar M. Parkhi A. Kirillov ISeg 152 118 0 13 Apr 2021
Co-Scale Conv-Attentional Image Transformers Weijian Xu Yifan Xu Tyler A. Chang Zhuowen Tu ViT 75 378 0 13 Apr 2021
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery Daniel Organisciak Matt Poyser Aishah Alsehaim Shanfeng Hu Brian K. S. Isaac-Medina T. Breckon Hubert P. H. Shum 87 9 0 13 Apr 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 122 106 0 13 Apr 2021
Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network Zabir Al Nazi Fazla Rabbi Mashrur Md. Amirul Islam S. Saha 47 21 0 13 Apr 2021
Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning & HPC Workloads E. Georganas Dhiraj D. Kalamkar Sasikanth Avancha Menachem Adelman Deepti Aggarwal ... Ramanarayan Mohanty Hans Pabst Brian Retford Barukh Ziv A. Heinecke 116 18 0 12 Apr 2021
A-FMI: Learning Attributions from Deep Networks via Feature Map Importance An Zhang Xiang Wang Chengfang Fang Jie Shi Tat-Seng Chua Zehua Chen FAtt 42 3 0 12 Apr 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 109 81 0 12 Apr 2021
Event-based Timestamp Image Encoding Network for Human Action Recognition and Anticipation Chaoxing Huang 138 4 0 12 Apr 2021
Location-Sensitive Visual Recognition with Cross-IOU Loss Kaiwen Duan Lingxi Xie H. Qi S. Bai Qingming Huang Q. Tian 62 31 0 11 Apr 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks Le Yang Haojun Jiang Ruojin Cai Yulin Wang Shiji Song Gao Huang Qi Tian DD 99 65 0 09 Apr 2021
Video-aided Unsupervised Grammar Induction Songyang Zhang Linfeng Song Lifeng Jin Kun Xu Dong Yu Jiebo Luo 63 27 0 09 Apr 2021
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance Manuel Carranza-García Pedro Lara-Benítez Jorge García-Gutiérrez José Cristóbal Riquelme Santos ObjD 74 35 0 08 Apr 2021
Rethinking and Improving the Robustness of Image Style Transfer Pei Wang Yijun Li Nuno Vasconcelos OOD 71 89 0 08 Apr 2021
Streaming Self-Training via Domain-Agnostic Unlabeled Images Zhiqiu Lin Deva Ramanan Aayush Bansal LRM 78 5 0 07 Apr 2021
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods V. Bawa Gurkirt Singh Francis KapingA I. Skarga-Bandurova Elettra Oleari ... Li Li Armando Stabile Francesco Setti R. Muradore Fabio Cuzzolin 70 41 0 07 Apr 2021
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning Zhicheng Huang Zhaoyang Zeng Yupan Huang Bei Liu Dongmei Fu Jianlong Fu VLM ViT 199 274 0 07 Apr 2021
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection I. Weber J. Bongartz R. Roscher 108 12 0 07 Apr 2021