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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
Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images Junlin Hou Fan Xiao Jilan Xu Yuejie Zhang Haidong Zou Rui Feng 59 7 0 02 Oct 2022
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation Hongwei Wu Junlin Wang Xin Wang Hui Nan Yaxin Wang Haonan Jing Kaixuan Shi MedIm 42 0 0 01 Oct 2022
An In-depth Study of Stochastic Backpropagation J. Fang Ming Xu Hao Chen Bing Shuai Zhuowen Tu Joseph Tighe BDL 98 2 0 30 Sep 2022
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object Detection K. Lis T. Kryjak 3DPC 43 5 0 30 Sep 2022
Exploring the Relationship between Architecture and Adversarially Robust Generalization Aishan Liu Shiyu Tang Siyuan Liang Ruihao Gong Boxi Wu Xianglong Liu Dacheng Tao AAML 102 19 0 28 Sep 2022
Segmentation method of U-net sheet metal engineering drawing based on CBAM attention mechanism Zhiwei Song Hui Yao AI4CE 63 0 0 28 Sep 2022
Recipro-CAM: Fast gradient-free visual explanations for convolutional neural networks Seokhyun Byun Won-Jo Lee FAtt 104 4 0 28 Sep 2022
Thinking Hallucination for Video Captioning Nasib Ullah Partha Pratim Mohanta VLM 86 6 0 28 Sep 2022
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification Peng-Tao Jiang Juan Liu Lang Wang Zhihui Yang Hongyu Dong Jing Feng 72 2 0 28 Sep 2022
RepsNet: Combining Vision with Language for Automated Medical Reports A. Tanwani Joelle Barral Daniel Freedman MedIm 93 23 0 27 Sep 2022
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile Renzo Andri Beatrice Bussolino A. Cipolletta Lukas Cavigelli Zhe Wang MQ 68 14 0 26 Sep 2022
Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization Xue Yang Gefan Zhang Xiaojiang Yang Yue Zhou Wentao Wang Jin Tang Tao He Junchi Yan 100 92 0 22 Sep 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 158 29 0 21 Sep 2022
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering Hao Li Jinfa Huang Peng Jin Guoli Song Qi Wu Jie Chen 165 22 0 21 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong Zhang Yi Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 103 12 0 21 Sep 2022
HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification Xiangzuo Huo Gang Sun Sheng Tian Yan Wang Long Yu Jun Long Wendong Zhang Aolun Li 68 118 0 21 Sep 2022
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems Jirong Yi Q. Zhang Zhenji Chen Qiaoan Liu Weizhuo Shao SSL FedML 71 3 0 21 Sep 2022
Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam Ben Glocker OOD 87 6 0 20 Sep 2022
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation Jiawei Liang Siyuan Liang Aishan Liu Ke Ma Jingzhi Li Xiaochun Cao VLM 120 16 0 20 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 91 1 0 20 Sep 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 66 18 0 20 Sep 2022
Batch Layer Normalization, A new normalization layer for CNNs and RNN A. Ziaee Erion cCano 78 13 0 19 Sep 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 104 671 0 18 Sep 2022
ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding Wenjin Wang Zhengjie Huang Bin Luo Qianglong Chen Qiming Peng ... Weichong Yin Shi Feng Yu Sun Dianhai Yu Yin Zhang ViT 78 13 0 18 Sep 2022
Omni-Dimensional Dynamic Convolution Chao Li Aojun Zhou Anbang Yao 96 242 0 16 Sep 2022
Non-invasive Localization of the Ventricular Excitation Origin Without Patient-specific Geometries Using Deep Learning N. Pilia S. Schuler Maike Rees Gerald Moik D. Potyagaylo O. Dössel A. Loewe 34 14 0 16 Sep 2022
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection Siyuan Liang Longkang Li Yanbo Fan Xiaojun Jia Jingzhi Li Baoyuan Wu Xiaochun Cao AAML 95 35 0 16 Sep 2022
DMFormer: Closing the Gap Between CNN and Vision Transformers Zimian Wei H. Pan Lujun Li Menglong Lu Xin-Yi Niu Peijie Dong Dongsheng Li ViT 156 5 0 16 Sep 2022
Explicit Tradeoffs between Adversarial and Natural Distributional Robustness Mazda Moayeri Kiarash Banihashem Soheil Feizi OOD 129 23 0 15 Sep 2022
Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment Rui Ma Qingbo Wu K. Ngan Hongliang Li Fanman Meng Linfeng Xu CLL 92 15 0 15 Sep 2022
NAAP-440 Dataset and Baseline for Neural Architecture Accuracy Prediction Tal Hakim 80 1 0 14 Sep 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng Stefanos Zafeiriou 88 11 0 11 Sep 2022
OpenMixup: A Comprehensive Mixup Benchmark for Visual Classification Siyuan Li Zedong Wang Zicheng Liu Di Wu Cheng Tan Weiyang Jin Stan Z. Li VLM 93 33 0 11 Sep 2022
Large-Field Contextual Feature Learning for Glass Detection Haiyang Mei Xin Yang Letian Yu Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 96 17 0 10 Sep 2022
RGB-X Classification for Electronics Sorting Abhimanyu Fnu T. Zodage Umesh Thillaivasan Xinyue Lai Rahul Chakwate ... E. Oti Ming Zhao Ralph Boirum Howie Choset Matthew Travers 48 1 0 08 Sep 2022
Deep Learning-Based Automatic Diagnosis System for Developmental Dysplasia of the Hip Yang Li Leo Yan Li-Han H. Tian 88 1 0 07 Sep 2022
A Scene-Text Synthesis Engine Achieved Through Learning from Decomposed Real-World Data Zheng Tang Tomo Miyazaki S. Omachi 71 6 0 06 Sep 2022
Finger Multimodal Feature Fusion and Recognition Based on Channel Spatial Attention Jian Guo Jiaxiang Tu Hengyi Ren Chong Han Lijuan Sun 26 5 0 06 Sep 2022
Progressive Glass Segmentation Letian Yu Haiyang Mei Wen Dong Ziqi Wei Li Zhu Yuxin Wang Xin Yang 84 30 0 06 Sep 2022
Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images Zhanchao Huang Wei Li X. Xia Hao Wang Ran Tao 76 15 0 06 Sep 2022
A Principled Evaluation Protocol for Comparative Investigation of the Effectiveness of DNN Classification Models on Similar-but-non-identical Datasets Esla Timothy Anzaku Haohan Wang Arnout Van Messem W. D. Neve 72 2 0 05 Sep 2022
Generalization in Neural Networks: A Broad Survey Chris Rohlfs OOD AI4CE 69 7 0 04 Sep 2022
XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation Mustafa Ayazoglu Bahri Batuhan Bilecen SupR 106 4 0 31 Aug 2022
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition Y. Wang H. Sun Xiaodi Wang Bin Zhang Chaonan Li Ying Xin Baochang Zhang Errui Ding Shumin Han ViT 80 15 0 31 Aug 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters Pierrick Pochelu S. Petiton B. Conche AI4CE 71 3 0 30 Aug 2022
Rethinking Skip Connections in Encoder-decoder Networks for Monocular Depth Estimation Zhitong Lai Haichao Sun Rui Tian Nannan Ding Zhiguo Wu Yanjie Wang MDE 114 3 0 29 Aug 2022
Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Simon Chen Yifan Liu Chunhua Shen MDE 132 50 0 28 Aug 2022
Hardware-aware mobile building block evaluation for computer vision Maxim Bonnaerens Matthias Anton Freiberger Marian Verhelst J. Dambre 90 1 0 26 Aug 2022
Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning Yabing Wang Jianfeng Dong Tianxiang Liang Minsong Zhang Rui Cai Xun Wang 97 20 0 26 Aug 2022
Maximum Likelihood on the Joint (Data, Condition) Distribution for Solving Ill-Posed Problems with Conditional Flow Models John Shelton Hyatt 80 1 0 24 Aug 2022