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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
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition Hao Liu Xinghua Jiang Xin Li Zhimin Bao Deqiang Jiang Bo Ren ViT 79 16 0 25 Nov 2021
CDNet is all you need: Cascade DCN based underwater object detection RCNN Di Chang ObjD 28 1 0 25 Nov 2021
GreedyNASv2: Greedier Search with a Greedy Path Filter Tao Huang Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 106 18 0 24 Nov 2021
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning David Junhao Zhang Kunchang Li Yali Wang Yuxiang Chen Shashwat Chandra Yu Qiao Luoqi Liu Mike Zheng Shou AI4TS 109 30 0 24 Nov 2021
Spatial-context-aware deep neural network for multi-class image classification Jialu Zhang Qian Zhang Jianfeng Ren Yitian Zhao Jiang-Dong Liu SSeg 76 8 0 24 Nov 2021
Universal Deep Network for Steganalysis of Color Image based on Channel Representation Kangkang Wei Weiqi Luo Shunquan Tan Jiwu Huang 47 25 0 24 Nov 2021
Panoptic Segmentation Meets Remote Sensing O. Carvalho Osmar Abílio de Carvalho Júnior Cristiano Rosa e Silva Anesmar Olino de Albuquerque N. C. Santana D. Borges R. Gomes R. Guimarães 121 35 0 23 Nov 2021
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset O. Carvalho Osmar Abílio de Carvalho Júnior Anesmar Olino de Albuquerque N. C. Santana D. Borges R. Gomes R. Guimarães 103 12 0 23 Nov 2021
Focal and Global Knowledge Distillation for Detectors Zhendong Yang Zhe Li Xiaohu Jiang Yuan Gong Zehuan Yuan Danpei Zhao Chun Yuan FedML ObjD 114 263 0 23 Nov 2021
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images Seyed Mohammad Hassan Erfani Zhenyao Wu Xinyi Wu Song Wang E. Goharian VLM 56 37 0 22 Nov 2021
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 234 930 0 22 Nov 2021
Lebanon Solar Rooftop Potential Assessment using Buildings Segmentation from Aerial Images Hasan Nasrallah A. Samhat Yilei Shi Xiaoxiang Zhu G. Faour A. Ghandour 93 18 0 22 Nov 2021
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images Jie Feng Yuping Liang Junpeng Zhang Xiangrong Zhang Quanhe Yao L. Jiao 3DPC 67 16 0 22 Nov 2021
FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection Zhong-hai Li B. Hou Zitong Wu L. Jiao Bo Ren Chen Yang ObjD 120 53 0 21 Nov 2021
Rethinking Dilated Convolution for Real-time Semantic Segmentation Roland Gao SSeg 87 45 0 18 Nov 2021
Evaluating Transformers for Lightweight Action Recognition Raivo Koot Markus Hennerbichler Haiping Lu ViT 84 8 0 18 Nov 2021
Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data Rui Hu Jitao Sang Jinqiang Wang Rui Hu Chaoquan Jiang CML OOD 89 7 0 17 Nov 2021
Transparent Human Evaluation for Image Captioning Jungo Kasai Keisuke Sakaguchi Lavinia Dunagan Jacob Morrison Ronan Le Bras Yejin Choi Noah A. Smith 91 49 0 17 Nov 2021
Achieving Human Parity on Visual Question Answering Ming Yan Haiyang Xu Chenliang Li Junfeng Tian Bin Bi ... Ji Zhang Songfang Huang Fei Huang Luo Si Rong Jin 63 13 0 17 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision Jing Shao Siyu Chen Yangguang Li Kun Wang Zhen-fei Yin ... F. Yu Junjie Yan Dahua Lin Xiaogang Wang Yu Qiao 113 34 0 16 Nov 2021
Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim ViT 57 10 0 16 Nov 2021
Fight Detection from Still Images in the Wild Seymanur Akti Ferda Ofli Muhammad Imran H. K. Ekenel 39 12 0 16 Nov 2021
From Convolutions towards Spikes: The Environmental Metric that the Community currently Misses Aviral Chharia Shivu Chauhan Rahul Upadhyay V. Kumar 13 0 0 16 Nov 2021
Towards Comprehensive Monocular Depth Estimation: Multiple Heads Are Better Than One Shuwei Shao Ran Li Z. Pei Zhong Liu Weihai Chen Wentao Zhu Xingming Wu Baochang Zhang ViT MDE 53 13 0 16 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 114 53 0 16 Nov 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 154 1,746 0 15 Nov 2021
Unsupervised Action Localization Crop in Video Retargeting for 3D ConvNets Prithwish Jana Swarnabja Bhaumik Partha Pratim Mohanta 67 3 0 14 Nov 2021
Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks Arulkumar Subramaniam Jayesh Vaidya Muhammed Ameen Athira M. Nambiar Anurag Mittal 78 7 0 14 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 67 3 0 13 Nov 2021
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery Hasan Nasrallah Mustafa Shukor A. Ghandour SSeg 97 4 0 12 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 209 356 0 11 Nov 2021
Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture Michael Yang Aditya Anantharaman Zach Kitowski Derik Clive Robert ViT 74 4 0 11 Nov 2021
Synthetic Document Generator for Annotation-free Layout Recognition Natraj Raman Sameena Shah Manuela Veloso 81 11 0 11 Nov 2021
Multimodal Approach for Metadata Extraction from German Scientific Publications Azeddine Bouabdallah Jorge Gavilan Jennifer Gerbl Prayuth Patumcharoenpol 37 0 0 10 Nov 2021
Inclusive Speaker Verification with Adaptive thresholding Navdeep Jain Hongcheng Wang 55 0 0 10 Nov 2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees Kuan-Lin Chen Ching-Hua Lee H. Garudadri Bhaskar D. Rao AI4TS 112 7 0 10 Nov 2021
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories Adnan Siraj Rakin Md Hafizul Islam Chowdhuryy Fan Yao Deliang Fan AAML MIACV 81 117 0 08 Nov 2021
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization Eduardo Conde-Sousa João Vale Ming Feng Kele Xu Yin Wang ... Guilherme Aresta Teresa Araújo Paulo Aguiar C. Eloy A. Polónia 65 30 0 08 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 231 100 0 07 Nov 2021
Towards Panoptic 3D Parsing for Single Image in the Wild Sainan Liu Vincent Nguyen Yuan Gao Subarna Tripathi Zhuowen Tu 3DV 71 4 0 04 Nov 2021
Communication-Efficient Separable Neural Network for Distributed Inference on Edge Devices Jun-Liang Lin Sheng-De Wang 42 0 0 03 Nov 2021
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition Ziwang Fu Feng Liu Hanyang Wang Jiayin Qi Xiangling Fu Aimin Zhou Zhibin Li 77 31 0 03 Nov 2021
Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention S. Tan Runpei Dong Kaisheng Ma 93 2 0 03 Nov 2021
LogAvgExp Provides a Principled and Performant Global Pooling Operator S. Lowe Thomas Trappenberg Sageev Oore FAtt 73 2 0 02 Nov 2021
VPFNet: Voxel-Pixel Fusion Network for Multi-class 3D Object Detection Chia-Hung Wang Hsueh-Wei Chen L. Fu 3DPC ObjD 79 19 0 01 Nov 2021
Benchmarks for Corruption Invariant Person Re-identification Minghui Chen Zhiqiang Wang Feng Zheng 85 26 0 01 Nov 2021
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling Alexandros Stergiou R. Poppe 106 83 0 01 Nov 2021
Collage: Seamless Integration of Deep Learning Backends with Automatic Placement Byungsoo Jeon Sunghyun Park Peiyuan Liao Sheng Xu Tianqi Chen Zhihao Jia VLM 99 5 0 01 Nov 2021
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary Linjie Wang Quan Zhou Chenfeng Jiang Xiaofu Wu Longin Jan Latecki SSeg 42 1 0 31 Oct 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 119 16 0 30 Oct 2021