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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
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network Muhammad Shahzad A. I. Umar S. H. Shirazi Israr Ahmed Shaikh 81 6 0 09 Feb 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection Yiqi Jiang Zhiyu Tan Junyan Wang Xiuyu Sun Ming Lin Hao Li ObjD 90 99 0 09 Feb 2022
SCR: Smooth Contour Regression with Geometric Priors Gaétan Bahl Lionel Daniel Florent Lafarge 124 1 0 08 Feb 2022
3D Object Detection from Images for Autonomous Driving: A Survey Xinzhu Ma Wanli Ouyang Andrea Simonelli Elisa Ricci 3DPC 301 118 0 07 Feb 2022
Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence Frederik Pahde Maximilian Dreyer Leander Weber Moritz Weckbecker Christopher J. Anders Thomas Wiegand Wojciech Samek Sebastian Lapuschkin 224 14 0 07 Feb 2022
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification Peter J. Bevan Amir Atapour-Abarghouei 112 35 0 06 Feb 2022
Learning Features with Parameter-Free Layers Dongyoon Han Y. Yoo Beomyoung Kim Byeongho Heo 151 8 0 06 Feb 2022
Investigating the Challenges of Class Imbalance and Scale Variation in Object Detection in Aerial Images Ahmed Elhagry Mohamed Saeed ObjD 60 2 0 05 Feb 2022
Towards 3D Scene Reconstruction from Locally Scale-Aligned Monocular Video Depth Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengyu Wu Fengshang Zhao MDE 173 11 0 03 Feb 2022
PolarDenseNet: A Deep Learning Model for CSI Feedback in MIMO Systems Pranav Madadi Jeongho Jeon Joonyoung Cho C. Lo Juho Lee Jianzhong Zhang 51 11 0 02 Feb 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation Marco Rosano Antonino Furnari Luigi Gulino C. Santoro G. Farinella EgoV 164 5 0 02 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Goran Frehse Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 113 9 0 31 Jan 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations Amin Ghiasi Hamid Kazemi Steven Reich Chen Zhu Micah Goldblum Tom Goldstein 110 17 0 31 Jan 2022
Improving Robustness by Enhancing Weak Subnets Yong Guo David Stutz Bernt Schiele AAML 200 15 0 30 Jan 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 189 193 0 29 Jan 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 312 48 0 28 Jan 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 120 46 0 28 Jan 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 173 31 0 28 Jan 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello Fangyu Liu Jonas Pfeiffer Siva Reddy Desmond Elliott Edoardo Ponti Ivan Vulić MLLM VLM ELM 186 66 0 27 Jan 2022
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Dominik Muller Iñaki Soto Rey Frank Kramer 102 74 0 27 Jan 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 147 24 0 27 Jan 2022
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning E. Panfilov S. Saarakkala M. Nieminen A. Tiulpin MedIm 154 15 0 26 Jan 2022
Importance of Textlines in Historical Document Classification M. Kišš Janina Kohut Karel Beneš Michal Hradiš 61 4 0 24 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Shiyang Feng Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 311 426 0 24 Jan 2022
Wavelet-Attention CNN for Image Classification Xiangyun Zhao OOD 107 79 0 23 Jan 2022
Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval Jianfeng Dong Yabing Wang Xianke Chen Xiaoye Qu Xirong Li Y. He Xun Wang 139 63 0 23 Jan 2022
APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference Alberto Delmas Lascorz Mostafa Mahmoud Andreas Moshovos MQ 56 1 0 21 Jan 2022
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges A. Lengyel Robert-Jan Bruintjes Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen Jan van Gemert VLM 96 11 0 21 Jan 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition Chao-Yuan Wu Yanghao Li K. Mangalam Haoqi Fan Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 240 221 0 20 Jan 2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models Mannat Singh Laura Gustafson Aaron B. Adcock Vinicius de Freitas Reis B. Gedik Raj Prateek Kosaraju D. Mahajan Ross B. Girshick Piotr Dollár Laurens van der Maaten VLM 176 136 0 20 Jan 2022
Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions T. Ahmad Mohsen Jafarzadeh A. Dhamija Ryan Rabinowitz Steve Cruz Chunchun Li Terrance E. Boult 82 0 0 19 Jan 2022
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures Corey Lammie Nhan Duy Truong Chenqi Li A. Amirsoleimani R. Genov Wei D. Lu M. R. Azghadi 62 4 0 18 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 222 120 0 16 Jan 2022
Deep Leaning-Based Ultra-Fast Stair Detection Chen Wang Z. Pei Shuang Qiu Zhiyong Tang 51 16 0 14 Jan 2022
Automatic Sparse Connectivity Learning for Neural Networks Zhimin Tang Linkai Luo Bike Xie Yiyu Zhu Rujie Zhao Lvqing Bi Chao Lu 142 44 0 13 Jan 2022
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images Kai-Lin Pang Zuhayr Asad Shilin Zhao Yuankai Huo 26 0 0 13 Jan 2022
Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext Aloukik Aditya Li Zhou Hrishika Vachhani Dhivya Chandrasekaran Vijay K. Mago 49 9 0 13 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 317 5,911 0 10 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 118 261 0 10 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 116 118 0 10 Jan 2022
Handwriting recognition and automatic scoring for descriptive answers in Japanese language tests Hung Tuan Nguyen C. Nguyen Haruki Oka T. Ishioka M. Nakagawa 24 3 0 10 Jan 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification Jingzhou Chen Peng Wang Jian Liu Y. Qian 108 47 0 10 Jan 2022
Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond Irtiza Hasan Tianran Ouyang Jinpeng Li S. Akram Ling Shao ViT 159 24 0 10 Jan 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi Qing Xiao 3DH 169 55 0 09 Jan 2022
ThreshNet: An Efficient DenseNet Using Threshold Mechanism to Reduce Connections Ruikang Ju Ting-Yu Lin Jia-Hao Jian Jen-Shiun Chiang Weida Yang 85 9 0 09 Jan 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 177 26 0 08 Jan 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 310 174 0 08 Jan 2022
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks Hongyi Pan Diaa Badawi Ahmet Enis Cetin 123 21 0 07 Jan 2022
Contrastive Neighborhood Alignment Pengkai Zhu Zhaowei Cai Yuanjun Xiong Zhuowen Tu Luis Goncalves Vijay Mahadevan Stefano Soatto 107 3 0 06 Jan 2022
Eye Know You Too: A DenseNet Architecture for End-to-end Eye Movement Biometrics Dillon Lohr Oleg V. Komogortsev 114 4 0 05 Jan 2022