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
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 32 2 0 23 Mar 2022
Deep Frequency Filtering for Domain Generalization Shiqi Lin Zhizheng Zhang Zhipeng Huang Yan Lu Cuiling Lan ... Jiang Wang Zicheng Liu Amey Parulkar V. Navkal Zhibo Chen 35 50 0 23 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 38 263 0 22 Mar 2022
Channel Self-Supervision for Online Knowledge Distillation Shixi Fan Xuan Cheng Xiaomin Wang Chun Yang Pan Deng Minghui Liu Jiali Deng Meilin Liu 18 1 0 22 Mar 2022
Fine-Grained Scene Graph Generation with Data Transfer Ao Zhang Yuan Yao Qián Chen Wei Ji Zhiyuan Liu Maosong Sun Tat-Seng Chua 29 89 0 22 Mar 2022
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer Rui Yang Hailong Ma Jie Wu Yansong Tang Xuefeng Xiao Min Zheng Xiu Li ViT 19 53 0 21 Mar 2022
Harnessing Hard Mixed Samples with Decoupled Regularizer Zicheng Liu Siyuan Li Ge Wang Cheng Tan Lirong Wu Stan Z. Li 61 18 0 21 Mar 2022
Point3D: tracking actions as moving points with 3D CNNs Shentong Mo Jingfei Xia Xiaoqing Ellen Tan Bhiksha Raj 3DPC 20 5 0 20 Mar 2022
PressureVision: Estimating Hand Pressure from a Single RGB Image Patrick Grady Chengcheng Tang Samarth Brahmbhatt Christopher D. Twigg Chengde Wan James Hays Charles C. Kemp 3DH 17 19 0 19 Mar 2022
DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition Thanh-Dat Truong Quoc-Huy Bui C. Duong Han-Seok Seo Son Lam Phung Xin Li Khoa Luu ViT 42 49 0 19 Mar 2022
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation Xingning Dong Tian Gan Xuemeng Song Jianlong Wu Yuan Cheng Liqiang Nie 24 92 0 18 Mar 2022
ContrastMask: Contrastive Learning to Segment Every Thing Xuehui Wang Kai Zhao Ruixin Zhang Shouhong Ding Yan Wang Wei Shen ISeg 31 34 0 18 Mar 2022
Leveraging Adversarial Examples to Quantify Membership Information Leakage Ganesh Del Grosso Hamid Jalalzai Georg Pichler C. Palamidessi Pablo Piantanida MIACV 41 21 0 17 Mar 2022
Towards Practical Certifiable Patch Defense with Vision Transformer Zhaoyu Chen Bo-wen Li Jianghe Xu Shuang Wu Shouhong Ding Wenqiang Zhang AAML ViT 37 66 0 16 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 49 529 0 13 Mar 2022
Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology Yang Nan Fengyi Li Pen Tang Guyue Zhang C. Zeng Guotong Xie Zhihong Liu Guang Yang 20 11 0 11 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 46 5 0 10 Mar 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Tianyi Zhou Donghwan Lee MDE SSL 29 5 0 10 Mar 2022
Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 29 21 0 09 Mar 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Zhongchao Shi Xin Geng Jianping Fan Yong Rui ViT 31 30 0 08 Mar 2022
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention Kai Liu Tianyi Wu Cong Liu Guodong Guo ViT 41 17 0 08 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 24 18 0 08 Mar 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang Xiang Li Renjie Song Borui Zhao J. Tao Shihao Zhou Jiajun Liang Jian Yang 28 37 0 07 Mar 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 47 160 0 04 Mar 2022
Correlation-Aware Deep Tracking Fei Xie Chunyu Wang Guangting Wang Yue Cao Wankou Yang Wenjun Zeng VOT 34 119 0 03 Mar 2022
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions Ruikang Ju Ting-Yu Lin Jen-Shiun Chiang Jia-Hao Jian Yu-Shian Lin Liu-Rui-Yi Huang ViT 16 1 0 02 Mar 2022
Global-Local Regularization Via Distributional Robustness Hoang Phan Trung Le Trung-Nghia Phung Tu Bui Nhat Ho Dinh Q. Phung OOD 22 12 0 01 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection N. S. An P. N. Lan D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang SSeg 24 30 0 28 Feb 2022
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training Joya Chen Kai Xu Yuhui Wang Yifei Cheng Angela Yao 19 7 0 28 Feb 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 35 140 0 28 Feb 2022
Symmetric Convolutional Filters: A Novel Way to Constrain Parameters in CNN Harish Agrawal T. Sumana S. Nandy 22 0 0 26 Feb 2022
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings Wen-Rang Zhang Xinxin Di Guodong Wei Shijia Geng Zhaoji Fu linda Qiao UQCV BDL 18 2 0 26 Feb 2022
Learn From the Past: Experience Ensemble Knowledge Distillation Chaofei Wang Shaowei Zhang S. Song Gao Huang 35 4 0 25 Feb 2022
A Simple Self-Supervised ECG Representation Learning Method via Manipulated Temporal-Spatial Reverse Detection Wen-Rang Zhang Shijia Geng linda Qiao 16 29 0 25 Feb 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion Hyeonsoo Jang Yeongmin Ko Younkwan Lee M. Jeon MDE 25 1 0 24 Feb 2022
Memory Planning for Deep Neural Networks Maksim Levental 33 4 0 23 Feb 2022
An End-to-End Cascaded Image Deraining and Object Detection Neural Network Kaige Wang Tianming Wang Jianchuang Qu Huatao Jiang Qing Li Lin Chang 45 16 0 23 Feb 2022
Visual Attention Network Meng-Hao Guo Chengrou Lu Zheng-Ning Liu Ming-Ming Cheng Shiyong Hu ViT VLM 24 638 0 20 Feb 2022
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal Quentin Duval Isaac Seessel Mathilde Caron Ishan Misra Levent Sagun Armand Joulin Piotr Bojanowski VLM SSL 26 110 0 16 Feb 2022
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 21 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