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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
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images Yuansheng Hua Lichao Mou P. Jin Xiaoxiang Zhu 103 13 0 07 Apr 2021
Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model Yuhao Zhang Shuhang Wang Haoxian Wu K. Hu Shufan Ji MedIm 33 5 0 06 Apr 2021
Change Detection from SAR Images Based on Deformable Residual Convolutional Neural Networks Junjie Wang Feng Gao Junyu Dong AI4TS MedIm 30 5 0 06 Apr 2021
Compressing Visual-linguistic Model via Knowledge Distillation Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lijuan Wang Yezhou Yang Zicheng Liu VLM 136 99 0 05 Apr 2021
Procrustean Training for Imbalanced Deep Learning Han-Jia Ye De-Chuan Zhan Wei-Lun Chao 72 31 0 05 Apr 2021
3D Convolutional Neural Networks for Stalled Brain Capillary Detection R. Solovyev Alexandr A Kalinin Tatiana Gabruseva MedIm 74 57 0 04 Apr 2021
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference Ben Graham Alaaeldin El-Nouby Hugo Touvron Pierre Stock Armand Joulin Hervé Jégou Matthijs Douze ViT 145 801 0 02 Apr 2021
M3L: Language-based Video Editing via Multi-Modal Multi-Level Transformers Tsu-Jui Fu Xinze Wang Scott T. Grafton Miguel P. Eckstein Wenjie Wang 126 9 0 02 Apr 2021
Defending Against Image Corruptions Through Adversarial Augmentations D. A. Calian Florian Stimberg Olivia Wiles Sylvestre-Alvise Rebuffi András Gyorgy Timothy A. Mann Sven Gowal AAML 99 42 0 02 Apr 2021
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study Zhiqiang Shen Zechun Liu Dejia Xu Zitian Chen Kwang-Ting Cheng Marios Savvides 89 76 0 01 Apr 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking Minghao Chen Houwen Peng Jianlong Fu Haibin Ling 89 19 0 01 Apr 2021
Towards Evaluating and Training Verifiably Robust Neural Networks Zhaoyang Lyu Minghao Guo Tong Wu Guodong Xu Kehuan Zhang Dahua Lin AAML 105 23 0 01 Apr 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning Pengguang Chen Shu Liu Jiaya Jia SSL VLM 102 55 0 01 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 275 221 0 01 Apr 2021
Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits Hojung Lee Jong-Seok Lee 60 8 0 01 Apr 2021
Fast Certified Robust Training with Short Warmup Zhouxing Shi Yihan Wang Huan Zhang Jinfeng Yi Cho-Jui Hsieh AAML 107 57 0 31 Mar 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 231 1,026 0 31 Mar 2021
Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite Trung-Nghia Le Yubo Cao Tan-Cong Nguyen Minh-Quan Le Khanh-Duy Nguyen Thanh-Toan Do M. Tran Tam V. Nguyen 83 41 0 31 Mar 2021
Knowledge Distillation By Sparse Representation Matching D. Tran Moncef Gabbouj Alexandros Iosifidis 58 0 0 31 Mar 2021
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Bowen Cheng Ross B. Girshick Piotr Dollár Alexander C. Berg A. Kirillov 95 296 0 30 Mar 2021
Product Inspection Methodology via Deep Learning: An Overview Tae-Hyun Kim Hye-Rin Kim Yeong-Jun Cho 65 15 0 30 Mar 2021
Regular Polytope Networks F. Pernici Matteo Bruni C. Baecchi A. Bimbo 85 26 0 29 Mar 2021
FocusedDropout for Convolutional Neural Network Tianshu Xie Minghui Liu Jiali Deng Xuan Cheng Xiaomin Wang Meilin Liu 42 10 0 29 Mar 2021
Visual Distant Supervision for Scene Graph Generation Yuan Yao Ao Zhang Xu Han Mengdi Li C. Weber Zhiyuan Liu S. Wermter Maosong Sun 75 39 0 29 Mar 2021
BA^2M: A Batch Aware Attention Module for Image Classification Qishang Cheng Hongliang Li Qi Wu K. Ngan 47 6 0 28 Mar 2021
Distilling Virtual Examples for Long-tailed Recognition Yingying He Jianxin Wu Xiu-Shen Wei 111 102 0 28 Mar 2021
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future Teofilo E. Zosa OOD 66 0 0 27 Mar 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Yikang Shen ViT 77 1,505 0 27 Mar 2021
A Comprehensive Review of the Video-to-Text Problem Jesus Perez-Martin B. Bustos S. Guimarães I. Sipiran Jorge A. Pérez Grethel Coello Said 73 17 0 27 Mar 2021
Distilling Object Detectors via Decoupled Features Jianyuan Guo Kai Han Yunhe Wang Han Wu Xinghao Chen Chunjing Xu Chang Xu 117 203 0 26 Mar 2021
OTA: Optimal Transport Assignment for Object Detection Zheng Ge Songtao Liu Zeming Li Osamu Yoshie Jian Sun OT 98 425 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 618 21,901 0 25 Mar 2021
USB: Universal-Scale Object Detection Benchmark Yosuke Shinya ObjD 113 13 0 25 Mar 2021
Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks Qing-Long Zhang Lu Rao Yubin Yang 74 59 0 25 Mar 2021
Video Instance Segmentation with a Propose-Reduce Paradigm Huaijia Lin Ruizheng Wu Shu Liu Jiangbo Lu Jiaya Jia VLM 89 99 0 25 Mar 2021
THAT: Two Head Adversarial Training for Improving Robustness at Scale Zuxuan Wu Tom Goldstein L. Davis Ser-Nam Lim AAML GAN 51 1 0 25 Mar 2021
Learning Dynamic Alignment via Meta-filter for Few-shot Learning C. Xu Chen Liu Li Zhang Chengjie Wang Jilin Li Feiyue Huang Xiangyang Xue Yanwei Fu 99 106 0 25 Mar 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Piyush Rai Lawrence Carin CLL 118 78 0 25 Mar 2021
Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning Amaia Salvador Erhan Gundogdu Loris Bazzani M. Donoser ViT 90 57 0 24 Mar 2021
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Zicheng Liu Siyuan Li Di Wu Jianzhu Guo Zhiyuan Chen Lirong Wu Stan Z. Li 131 78 0 24 Mar 2021
Can Vision Transformers Learn without Natural Images? Kodai Nakashima Hirokatsu Kataoka Asato Matsumoto K. Iwata Nakamasa Inoue ViT 62 34 0 24 Mar 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 137 405 0 23 Mar 2021
Generalized Domain Conditioned Adaptation Network Shuang Li Binhui Xie Qiuxia Lin Chi Harold Liu Gao Huang Guoren Wang AI4CE 80 61 0 23 Mar 2021
Dilated SpineNet for Semantic Segmentation Abdullah M. Rashwan Xianzhi Du Xiaoqi Yin Jing Li SSeg 70 7 0 23 Mar 2021
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation Ange Lou Murray H. Loew SSeg 151 65 0 22 Mar 2021
DeepViT: Towards Deeper Vision Transformer Daquan Zhou Bingyi Kang Xiaojie Jin Linjie Yang Xiaochen Lian Zihang Jiang Qibin Hou Jiashi Feng ViT 185 526 0 22 Mar 2021
3M: Multi-style image caption generation using Multi-modality features under Multi-UPDOWN model Chengxi Li Brent Harrison 137 6 0 20 Mar 2021
Local Patch AutoAugment with Multi-Agent Collaboration Shiqi Lin Tao Yu Ruoyu Feng Xin Li Xin Jin Zhibo Chen 59 16 0 20 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 100 40 0 20 Mar 2021
Recognizing a Spatial Extreme dependence structure: A Deep Learning approach Manaf Ahmed Véronique Maume-Deschamps Pierre Ribereau 48 12 0 19 Mar 2021