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MultiGrain: a unified image embedding for classes and instances

14 February 2019

Andrea Vedaldi

Papers citing "MultiGrain: a unified image embedding for classes and instances"

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Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 382 0 0 31 Mar 2025
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ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean Zitong Jerry Wang John Urbanik Konstantin Donhauser Jason Hartford ... Safiye Celik Marta M. Fay Juan Sebastian Rodriguez Vera I. Haque Oren Z. Kraus MedIm 305 9 0 04 Nov 2024
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Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection Juntae Kim Sungwon Woo Jongho Nang 520 1 0 28 May 2024
Coloring Deep CNN Layers with Activation Hue Loss Louis-Franccois Bouchard Mohsen Ben Lazreg Matthew Toews LLMSV 125 0 0 05 Oct 2023
ThinResNet: A New Baseline for Structured Convolutional Networks Pruning Hugo Tessier Ghouti Boukli Hacene Vincent Gripon 158 1 0 22 Sep 2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023 Nikolaos-Antonios Ypsilantis Kaifeng Chen Bingyi Cao Mário Lipovský Pelin Dogan-Schönberger Grzegorz Makosa Boris Bluntschli Mojtaba Seyedhosseini Ondrej Chum André Araujo SSL 200 24 0 04 Sep 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 138 0 0 21 Aug 2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 246 61 0 09 Aug 2023
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models Phuoc-Hoan Charles Le Xinlin Li ViT MQ 205 31 0 29 Jun 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 316 36 0 19 Jun 2023
GeneCIS: A Benchmark for General Conditional Image SimilarityComputer Vision and Pattern Recognition (CVPR), 2023 S. Vaze Nicolas Carion Ishan Misra VLM DiffM 223 38 0 13 Jun 2023
DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection Hossein Aboutalebi Daniel Mao Rongqi Fan Carol Xu Chris He Alexander Wong AAML 224 14 0 02 Jun 2023
Stimulative Training++: Go Beyond The Performance Limits of Residual NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 XinYu Piao Tong He DoangJoo Synn Baopu Li Tao Chen Mengwei He Jong-Kook Kim 164 6 0 04 May 2023
Rank Flow Embedding for Unsupervised and Semi-Supervised Manifold LearningIEEE Transactions on Image Processing (IEEE TIP), 2023 L. P. Valem Daniel Carlos Guimarães Pedronette Longin Jan Latecki 148 10 0 24 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Edouard Grave Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 1.0K 5,801 0 14 Apr 2023
Visual Dependency Transformers: Dependency Tree Emerges from Reversed AttentionComputer Vision and Pattern Recognition (CVPR), 2023 Mingyu Ding Songlin Yang Lijie Fan Zhenfang Chen Z. Chen Ping Luo J. Tenenbaum Chuang Gan ViT 229 18 0 06 Apr 2023
Semantic Prompt for Few-Shot Image RecognitionComputer Vision and Pattern Recognition (CVPR), 2023 Wentao Chen Chenyang Si Zhang Zhang Liangdao Wang Zilei Wang Tien-Ping Tan VLM 172 61 0 24 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Wei Li Jiahao Xie Chen Change Loy SSL 273 18 0 22 Mar 2023
MABNet: Master Assistant Buddy Network with Hybrid Learning for Image RetrievalIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Rohit Agarwal Gyanendra Das Saksham Aggarwal Alexander Horsch Dilip K. Prasad 151 0 0 06 Mar 2023
SemPPL: Predicting pseudo-labels for better contrastive representationsInternational Conference on Learning Representations (ICLR), 2023 Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 282 10 0 12 Jan 2023
Disjoint Masking with Joint Distillation for Efficient Masked Image ModelingIEEE transactions on multimedia (IEEE TMM), 2022 Xin Ma Yu Xie Chunyu Xie Long Ye Yafeng Deng Xiang Ji 319 15 0 31 Dec 2022
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Chengqi Lyu Wenwei Zhang Haian Huang Yue Zhou Yudong Wang Yanyi Liu Shilong Zhang Kai-xiang Chen ObjD 327 629 0 14 Dec 2022
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Gowthami Somepalli Vasu Singla Micah Goldblum Jonas Geiping Tom Goldstein 362 415 0 07 Dec 2022
MetaFormer Baselines for VisionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 208 255 0 24 Oct 2022
Large-to-small Image Resolution Asymmetry in Deep Metric LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Pavel Suma Giorgos Tolias 182 6 0 11 Oct 2022
Making Your First Choice: To Address Cold Start Problem in Vision Active Learning Liangyu Chen Yutong Bai Siyu Huang Yongyi Lu Bihan Wen Alan Yuille Zongwei Zhou 128 28 0 05 Oct 2022
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image RecognitionInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Mengqi Xue Qihan Huang Haofei Zhang Lechao Cheng Mingli Song Ming-hui Wu Weilong Dai ViT 307 70 0 22 Aug 2022
Object-Level Targeted Selection via Deep Template Matching Suraj Kothawade Donna Roy Michele Fenzi Elmar Haussmann Jose M. Alvarez Christoph Angerer ObjD 101 2 0 05 Jul 2022
OmniMAE: Single Model Masked Pretraining on Images and VideosComputer Vision and Pattern Recognition (CVPR), 2022 Rohit Girdhar Alaaeldin El-Nouby Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra ViT 251 117 0 16 Jun 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-TrainingInternational Conference on Learning Representations (ICLR), 2022 Jiahao Xie Wei Li Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy 203 97 0 15 Jun 2022
U(1) Symmetry-breaking Observed in Generic CNN Bottleneck Layers Louis-Franccois Bouchard Mohsen Ben Lazreg Matthew Toews 232 0 0 05 Jun 2022
Automatic Relation-aware Graph Network ProliferationComputer Vision and Pattern Recognition (CVPR), 2022 Shaofei Cai Liang Li Xinzhe Han Jiebo Luo Zhengjun Zha Qingming Huang GNN 121 8 0 31 May 2022
A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022 Wenhao Wang Yifang Sun Yi Yang 199 14 0 24 May 2022
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning FrameworkComputer Vision and Pattern Recognition (CVPR), 2022 Shu Zhen Zhang Ran Xu Caiming Xiong Chetan Ramaiah SSL 130 99 0 27 Apr 2022
Linear Complexity Randomized Self-attention MechanismInternational Conference on Machine Learning (ICML), 2022 Lin Zheng Chong-Jun Wang Lingpeng Kong 162 34 0 10 Apr 2022
DaViT: Dual Attention Vision TransformersEuropean Conference on Computer Vision (ECCV), 2022 Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 347 338 0 07 Apr 2022
Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results T. Ridnik Hussam Lawen Emanuel Ben-Baruch Asaf Noy 230 12 0 07 Apr 2022
Correlation Verification for Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2022 Seongwon Lee Hongje Seong Suhyeon Lee Euntai Kim 162 61 0 04 Apr 2022
Extraction of Visual Information to Predict Crowdfunding SuccessProduction and operations management (POM), 2022 Simon J. Blanchard Theodore J. Noseworthy E. Pancer Maxwell Poole 164 14 0 28 Mar 2022
Meta-attention for ViT-backed Continual LearningComputer Vision and Pattern Recognition (CVPR), 2022 Mengqi Xue Haofei Zhang Mingli Song Weilong Dai CLL 118 55 0 22 Mar 2022
Deep AutoAugmentInternational Conference on Learning Representations (ICLR), 2022 Yu Zheng Zikai Zhang Shen Yan Mi Zhang ViT 255 29 0 11 Mar 2022
A Self-Supervised Descriptor for Image Copy DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Ed Pizzi Sreya . Dutta Roy Sugosh Nagavara Ravindra Priya Goyal Matthijs Douze SSL 342 164 0 21 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 364 122 0 16 Feb 2022
Fairness Indicators for Systematic Assessments of Visual Feature ExtractorsConference on Fairness, Accountability and Transparency (FAccT), 2022 Priya Goyal Adriana Romero Soriano C. Hazirbas Levent Sagun Nicolas Usunier EGVM 188 35 0 15 Feb 2022
Corrupted Image Modeling for Self-Supervised Visual Pre-TrainingInternational Conference on Learning Representations (ICLR), 2022 Yuxin Fang Li Dong Hangbo Bao Xinggang Wang Furu Wei 279 92 0 07 Feb 2022
Augmenting Convolutional networks with attention-based aggregation Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Piotr Bojanowski Armand Joulin Gabriel Synnaeve Edouard Grave ViT 182 59 0 27 Dec 2021

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MultiGrain: a unified image embedding for classes and instances

Papers citing "MultiGrain: a unified image embedding for classes and instances"