Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization

16 January 2024

Wei Ji

Papers citing "Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization"

27 / 27 papers shown

Title
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning Sungnyun Kim Sangmin Bae Se-Young Yun 50 11 0 20 Mar 2023
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval Yang Shen Xuhao Sun Xiu-Shen Wei Qing-Yuan Jiang Jian Yang 72 18 0 28 Sep 2022
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 68 132 0 24 Mar 2022
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation Junwen Pan Qi Bi Yanzhan Yang Pengfei Zhu Cheng Bian 57 21 0 10 Mar 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 427 7,705 0 11 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 116 286 0 11 Nov 2021
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Yongming Rao Guangyi Chen Jiwen Lu Jie Zhou CML OOD 44 241 0 19 Aug 2021
RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition Yunqing Hu Xuan Jin Yin Zhang Ha Hong Jingfeng Zhang Yuan He Hui Xue ViT 62 100 0 17 Jul 2021
Exploring Localization for Self-supervised Fine-grained Contrastive Learning Di Wu Siyuan Li Z. Zang Stan Z. Li SSL 62 9 0 30 Jun 2021
Efficient Self-supervised Vision Transformers for Representation Learning Chunyuan Li Jianwei Yang Pengchuan Zhang Mei Gao Bin Xiao Xiyang Dai Lu Yuan Jianfeng Gao ViT 92 213 0 17 Jun 2021
When Does Contrastive Visual Representation Learning Work? Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 66 124 0 12 May 2021
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes Jean Ponce Yann LeCun SSL DML 149 931 0 11 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 611 6,029 0 29 Apr 2021
CvT: Introducing Convolutions to Vision Transformers Haiping Wu Bin Xiao Noel Codella Mengchen Liu Xiyang Dai Lu Yuan Lei Zhang ViT 136 1,901 0 29 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 413 21,347 0 25 Mar 2021
TransFG: A Transformer Architecture for Fine-grained Recognition Ju He Jieneng Chen Shuai Liu Adam Kortylewski Cheng Yang Yutong Bai Changhu Wang ViT 75 386 0 14 Mar 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 287 2,338 0 04 Mar 2021
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification Ardhendu Behera Zachary Wharton Pradeep Ruwan Padmasiri Galbokka Hewage Asish Bera 78 110 0 17 Jan 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 247 4,036 0 20 Nov 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 341 6,773 0 13 Jun 2020
Channel Interaction Networks for Fine-Grained Image Categorization Yu Gao Xintong Han Xun Wang Weilin Huang Matthew R. Scott 119 159 0 11 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 452 3,422 0 09 Mar 2020
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Ruoyi Du Dongliang Chang A. Bhunia Jiyang Xie Zhanyu Ma Yi-Zhe Song Jun Guo 103 295 0 08 Mar 2020
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji Longyin Wen Libo Zhang Dawei Du Ynajun Wu Chen Zhao Xianglong Liu Feiyue Huang 58 164 0 25 Sep 2019
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 102 194 0 10 Sep 2019
Fixing the train-test resolution discrepancy Hugo Touvron Andrea Vedaldi Matthijs Douze Hervé Jégou 113 420 0 14 Jun 2019
Deep Patch Learning for Weakly Supervised Object Classification and Discovery Peng Tang Xinggang Wang Zilong Huang X. Bai Wenyu Liu WSOD OCL 48 73 0 06 May 2017