Grafit: Learning fine-grained image representations with coarse labels

25 November 2020

Hugo Touvron

Alexandre Sablayrolles

Papers citing "Grafit: Learning fine-grained image representations with coarse labels"

46 / 46 papers shown

Title
Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels Xin-yang Zhao Jian Jin Yang-yang Li Yazhou Yao 45 0 0 27 Feb 2025
Fine-grained Classification of Port Wine Stains Using Optical Coherence Tomography Angiography Xiaofeng Deng Defu Chen Bowen Liu Xiwan Zhang Haixia Qiu Wu Yuan Hongliang Ren 17 0 0 29 Aug 2024
Fine-grained Classes and How to Find Them Matej Grcić Artyom Gadetsky Maria Brbić 26 1 0 16 Jun 2024
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale ZeMing Gong Austin T. Wang Joakim Bruslund Haurum Scott C. Lowe Graham W. Taylor Angel X. Chang Angel X. Chang 39 5 0 27 May 2024
Vocabulary-free Image Classification and Semantic Segmentation Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 38 2 0 16 Apr 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 42 13 0 28 Mar 2024
Progressive Multi-task Anti-Noise Learning and Distilling Frameworks for Fine-grained Vehicle Recognition Dichao Liu 13 0 0 25 Jan 2024
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold Alireza Ganjdanesh Shangqian Gao Hirad Alipanah Heng-Chiao Huang GAN 27 6 0 22 Dec 2023
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels Shu-Lin Xu Yifan Sun Faen Zhang Anqi Xu Xiu-Shen Wei Yi Yang 24 5 0 18 Nov 2023
EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention Yulong Shi Mingwei Sun Yongshuai Wang Hui Sun Zengqiang Chen 29 4 0 10 Oct 2023
GeneCIS: A Benchmark for General Conditional Image Similarity S. Vaze Nicolas Carion Ishan Misra VLM DiffM 29 26 0 13 Jun 2023
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images Jian Wang Liang Qiao Shichong Zhou Jin Zhou Jun Wang Juncheng Li Shihui Ying Cai Chang Jun Shi 20 13 0 12 Jun 2023
Quantifying the Variability Collapse of Neural Networks Jing-Xue Xu Haoxiong Liu 33 4 0 06 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 30 28 0 02 Jun 2023
Vocabulary-free Image Classification Alessandro Conti Enrico Fini Massimiliano Mancini Paolo Rota Yiming Wang Elisa Ricci VLM 42 23 0 01 Jun 2023
MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset Chen Feng Ioannis Patras 48 9 0 22 Mar 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 8 1 0 16 Mar 2023
Learn More for Food Recognition via Progressive Self-Distillation Yaohui Zhu Linhu Liu Jiang Tian 25 5 0 09 Mar 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy MedIm 20 3 0 21 Feb 2023
FedMT: Federated Learning with Mixed-type Labels Qiong Zhang Jing Peng Xin Zhang A. Talhouk Gang Niu Xiaoxiao Li FedML 49 0 0 05 Oct 2022
On Label Granularity and Object Localization Elijah Cole Kimberly Wilber Grant Van Horn Xuan S. Yang Marco Fornoni Pietro Perona Serge J. Belongie Andrew G. Howard Oisin Mac Aodha WSOL 28 13 0 20 Jul 2022
MiniViT: Compressing Vision Transformers with Weight Multiplexing Jinnian Zhang Houwen Peng Kan Wu Mengchen Liu Bin Xiao Jianlong Fu Lu Yuan ViT 21 123 0 14 Apr 2022
DeiT III: Revenge of the ViT Hugo Touvron Matthieu Cord Hervé Jégou ViT 42 388 0 14 Apr 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 24 37 0 07 Mar 2022
MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Qishuai Diao Yi-Xin Jiang Bin Wen Jianxiang Sun Zehuan Yuan 31 60 0 05 Mar 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen A. Hengel 13 107 0 22 Feb 2022
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond Qiming Zhang Yufei Xu Jing Zhang Dacheng Tao ViT 24 229 0 21 Feb 2022
Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains Qilong Zhang Xiaodan Li YueFeng Chen Jingkuan Song Lianli Gao Yuan He Hui Xue AAML 62 64 0 27 Jan 2022
It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Emanuel Ben-Baruch M. Karklinsky Yossi Biton Avi Ben-Cohen Hussam Lawen Nadav Zamir 16 11 0 18 Jan 2022
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Hervé Jégou ViT 32 47 0 27 Dec 2021
Rethinking Nearest Neighbors for Visual Classification Menglin Jia Bor-Chun Chen Zuxuan Wu Claire Cardie Serge J. Belongie Ser-Nam Lim SSL 38 10 0 15 Dec 2021
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Kossar Pourahmadi Akshayvarun Subramanya Hamed Pirsiavash SSL 21 8 0 08 Dec 2021
Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su Subhransu Maji 33 10 0 23 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 209 487 0 01 Oct 2021
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 204 132 0 10 Sep 2021
Efficient Algorithms for Learning from Coarse Labels Dimitris Fotakis Alkis Kalavasis Vasilis Kontonis Christos Tzamos 13 15 0 22 Aug 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 36 259 0 01 Jul 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 48 329 0 07 Jun 2021
ResMLP: Feedforward networks for image classification with data-efficient training Hugo Touvron Piotr Bojanowski Mathilde Caron Matthieu Cord Alaaeldin El-Nouby ... Gautier Izacard Armand Joulin Gabriel Synnaeve Jakob Verbeek Hervé Jégou VLM 18 655 0 07 May 2021
Incorporating Convolution Designs into Visual Transformers Kun Yuan Shaopeng Guo Ziwei Liu Aojun Zhou F. Yu Wei Wu ViT 27 467 0 22 Mar 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 284 1,524 0 27 Feb 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 81 6,563 0 23 Dec 2020
Fixing the train-test resolution discrepancy: FixEfficientNet Hugo Touvron Andrea Vedaldi Matthijs Douze Hervé Jégou AAML 189 110 0 18 Mar 2020
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 221 1,399 0 04 Dec 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016