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
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 19 584 0 15 Feb 2022
How Do Vision Transformers Work? Namuk Park Songkuk Kim ViT 49 466 0 14 Feb 2022
Learning via nonlinear conjugate gradients and depth-varying neural ODEs George Baravdish Gabriel Eilertsen Rym Jaroudi B. Johansson Lukávs Malý Jonas Unger 24 3 0 11 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 30 1 0 10 Feb 2022
SCR: Smooth Contour Regression with Geometric Priors Gaétan Bahl Lionel Daniel Florent Lafarge 24 1 0 08 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 63 7 0 07 Feb 2022
Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification Peter J. Bevan Amir Atapour-Abarghouei 20 29 0 06 Feb 2022
Learning Features with Parameter-Free Layers Dongyoon Han Y. Yoo Beomyoung Kim Byeongho Heo 35 8 0 06 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 49 5 0 02 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 31 8 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 48 15 0 31 Jan 2022
Improving Robustness by Enhancing Weak Subnets Yong Guo David Stutz Bernt Schiele AAML 35 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 74 164 0 29 Jan 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 125 42 0 28 Jan 2022
DynaMixer: A Vision MLP Architecture with Dynamic Mixing Ziyu Wang Wenhao Jiang Yiming Zhu Li Yuan Yibing Song Wei Liu 43 44 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 42 27 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 50 62 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 34 56 0 27 Jan 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 21 23 0 27 Jan 2022
Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning E. Panfilov S. Saarakkala M. Nieminen A. Tiulpin MedIm 30 9 0 26 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 162 360 0 24 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 48 198 0 20 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 24 103 0 16 Jan 2022
Deep Leaning-Based Ultra-Fast Stair Detection Chen Wang Z. Pei Shuang Qiu Zhiyong Tang 24 14 0 14 Jan 2022
Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext Aloukik Aditya Li Zhou Hrishika Vachhani Dhivya Chandrasekaran Vijay K. Mago 21 9 0 13 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 42 4,989 0 10 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 35 211 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 19 102 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 14 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 33 35 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 79 49 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 42 24 0 08 Jan 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 171 156 0 08 Jan 2022
Eye Know You Too: A DenseNet Architecture for End-to-end Eye Movement Biometrics D. Lohr Oleg V. Komogortsev 25 4 0 05 Jan 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 34 4 0 05 Jan 2022
StyleM: Stylized Metrics for Image Captioning Built with Contrastive N-grams Chengxi Li Brent Harrison 30 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 14 2 0 03 Jan 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 40 48 0 31 Dec 2021
Two Sparsities Are Better Than One: Unlocking the Performance Benefits of Sparse-Sparse Networks Kevin Lee Hunter Lawrence Spracklen Subutai Ahmad 28 20 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 38 47 0 27 Dec 2021
Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network (CNN) Neha Baranwal Preethi Doravari Renu Kachhoria 19 19 0 27 Dec 2021
Semantic Clustering based Deduction Learning for Image Recognition and Classification Wenchi Ma Xuemin Tu Bo Luo Guanghui Wang 36 29 0 25 Dec 2021
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 27 84 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 24 1 0 23 Dec 2021
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles Benjamin Kiefer D. Ott A. Zell 34 44 0 22 Dec 2021
Review of Face Presentation Attack Detection Competitions Zitong Yu Jukka Komulainen Z. Boulkenafet Zahid Akhtar AAML CVBM 35 11 0 21 Dec 2021
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality Xiaohan Ding Honghao Chen Xinming Zhang Jungong Han Guiguang Ding 19 71 0 21 Dec 2021
MPViT: Multi-Path Vision Transformer for Dense Prediction Youngwan Lee Jonghee Kim Jeffrey Willette Sung Ju Hwang ViT 29 245 0 21 Dec 2021
Lite Vision Transformer with Enhanced Self-Attention Chenglin Yang Yilin Wang Jianming Zhang He Zhang Zijun Wei Zhe-nan Lin Alan Yuille ViT 21 114 0 20 Dec 2021
Pre-Training Transformers for Domain Adaptation Burhan Ul Tayyab Nicholas Chua ViT 24 2 0 18 Dec 2021