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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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DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 104 44 0 28 Jan 2022
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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 135 64 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 70 59 0 27 Jan 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 125 23 0 27 Jan 2022
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning E. Panfilov S. Saarakkala M. Nieminen A. Tiulpin MedIm 132 11 0 26 Jan 2022
Importance of Textlines in Historical Document Classification M. Kišš Janina Kohut Karel Beneš Michal Hradiš 38 4 0 24 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 250 384 0 24 Jan 2022
Wavelet-Attention CNN for Image Classification Xiangyun Zhao OOD 94 70 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 87 59 0 23 Jan 2022
APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference Alberto Delmas Lascorz Mostafa Mahmoud Andreas Moshovos MQ 44 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 82 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 146 201 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 121 130 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 39 0 0 19 Jan 2022
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures Corey Lammie Jason K. Eshraghian Chenqi Li A. Amirsoleimani R. Genov Wei D. Lu M. R. Azghadi 39 3 0 18 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 152 107 0 16 Jan 2022
Deep Leaning-Based Ultra-Fast Stair Detection Chen Wang Z. Pei Shuang Qiu Zhiyong Tang 42 14 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 112 42 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 12 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 39 9 0 13 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 234 5,281 0 10 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 86 233 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 78 108 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 22 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 100 39 0 10 Jan 2022
Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond Irtiza Hasan Tianran Ouyang Jinpeng Li S. Akram Ling Shao ViT 120 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 S. Song 3DH 150 50 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 62 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 125 26 0 08 Jan 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 237 164 0 08 Jan 2022
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks Hongyi Pan Diaa Badawi Ahmet Enis Cetin 84 19 0 07 Jan 2022
Contrastive Neighborhood Alignment Pengkai Zhu Zhaowei Cai Yuanjun Xiong Zhuowen Tu Luis Goncalves Vijay Mahadevan Stefano Soatto 68 3 0 06 Jan 2022
Eye Know You Too: A DenseNet Architecture for End-to-end Eye Movement Biometrics Dillon Lohr Oleg V. Komogortsev 77 4 0 05 Jan 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 120 4 0 05 Jan 2022
StyleM: Stylized Metrics for Image Captioning Built with Contrastive N-grams Chengxi Li Brent Harrison 112 3 0 04 Jan 2022
Biometrics in the Time of Pandemic: 40% Masked Face Recognition Degradation can be Reduced to 2% Leonardo Queiroz K. Lai Svetlana Yanushkevich V. Shmerko CVBM 50 2 0 03 Jan 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 121 48 0 31 Dec 2021
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques JunKyu Lee L. Mukhanov A. S. Molahosseini U. Minhas Yang Hua Jesus Martinez del Rincon K. Dichev Cheol-Ho Hong Hans Vandierendonck 91 31 0 30 Dec 2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 84 42 0 29 Dec 2021
Two Sparsities Are Better Than One: Unlocking the Performance Benefits of Sparse-Sparse Networks Kevin Lee Hunter Lawrence Spracklen Subutai Ahmad 86 20 0 27 Dec 2021
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation John Lambert Zhuang Liu Ozan Sener James Hays V. Koltun VLM 104 204 0 27 Dec 2021
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Hervé Jégou ViT 119 49 0 27 Dec 2021
Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN) Neha Baranwal Preethi Doravari Renu Kachhoria 72 21 0 27 Dec 2021
Semantic Clustering based Deduction Learning for Image Recognition and Classification Wenchi Ma Xuemin Tu Bo Luo Guanghui Wang 91 29 0 25 Dec 2021
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 109 90 0 23 Dec 2021
FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks Hamd ul Moqeet Riaz Nuri Benbarka Timon Hoeffer A. Zell ISeg 60 1 0 23 Dec 2021
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles Benjamin Kiefer D. Ott A. Zell 107 47 0 22 Dec 2021
Learned Queries for Efficient Local Attention Moab Arar Ariel Shamir Amit H. Bermano ViT 153 30 0 21 Dec 2021
Review of Face Presentation Attack Detection Competitions Zitong Yu Jukka Komulainen Z. Boulkenafet Zahid Akhtar AAML CVBM 85 11 0 21 Dec 2021