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Semantic Correspondence: Unified Benchmarking and a Strong Baseline

23 May 2025

Papers citing "Semantic Correspondence: Unified Benchmarking and a Strong Baseline"

50 / 83 papers shown

Title
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 139 6 0 04 Dec 2024
RegionDrag: Fast Region-Based Image Editing with Diffusion Models Jingyi Lu Xinghui Li Kai Han DiffM 76 14 0 25 Jul 2024
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences Anh Thai Weiyao Wang Hao Tang Stefan Stojanov Matt Feiszli James M. Rehg 3DPC 93 6 0 12 Jul 2024
Independently Keypoint Learning for Small Object Semantic Correspondence Hailong Jin Huiying Li 75 1 0 03 Apr 2024
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors Saksham Suri Matthew Walmer Kamal Gupta Abhinav Shrivastava 72 7 0 21 Mar 2024
Zero-Shot Image Feature Consensus with Deep Functional Maps Xinle Cheng Congyue Deng Adam W. Harley Yixin Zhu Leonidas Guibas 76 5 0 18 Mar 2024
Match me if you can: Semantic Correspondence Learning with Unpaired Images Jiwon Kim Byeongho Heo Sangdoo Yun Seungryong Kim Dongyoon Han 72 0 0 30 Nov 2023
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Eric Chen Varun Jampani Deqing Sun Ming-Hsuan Yang 90 45 0 28 Nov 2023
Efficient Semantic Matching with Hypercolumn Correlation Seungwook Kim Juhong Min Minsu Cho 57 4 0 07 Nov 2023
SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching Xinghui Li Jingyi Lu Kai Han V. Prisacariu DiffM 80 21 0 26 Oct 2023
TokenFlow: Consistent Diffusion Features for Consistent Video Editing Michal Geyer Omer Bar-Tal Shai Bagon Tali Dekel VGen DiffM 120 270 0 19 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Zhang DiffM 108 155 0 05 Jul 2023
Emergent Correspondence from Image Diffusion Luming Tang Menglin Jia Qianqian Wang Cheng Perng Phoo Bharath Hariharan 107 268 0 06 Jun 2023
Unsupervised Semantic Correspondence Using Stable Diffusion Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 96 95 0 24 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 84 186 0 24 May 2023
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence Grace Luo Lisa Dunlap Dong Huk Park Aleksander Holynski Trevor Darrell 124 135 0 23 May 2023
SimSC: A Simple Framework for Semantic Correspondence with Temperature Learning Matthias Lalisse Kai Han Xingchen Wan P. Smolensky 92 5 0 03 May 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 394 3,514 0 14 Apr 2023
ASIC: Aligning Sparse in-the-wild Image Collections Kamal Gupta Varun Jampani Carlos Esteves Abhinav Shrivastava A. Makadia Noah Snavely Abhishek Kar 93 18 0 28 Mar 2023
Neural Congealing: Aligning Images to a Joint Semantic Atlas Dolev Ofri-Amar Michal Geyer Yoni Kasten Tali Dekel 70 25 0 08 Feb 2023
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence Sung‐Jin Hong Jisu Nam Seokju Cho Susung Hong Sangryul Jeon Dongbo Min Seung Wook Kim 3DV 81 21 0 06 Oct 2022
Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence Sunghwan Hong Seokju Cho Seung Wook Kim Stephen Lin 3DV 129 7 0 19 Sep 2022
Learning Semantic Correspondence with Sparse Annotations Shuaiyi Huang Luyu Yang Bo He Songyang Zhang Xuming He Abhinav Shrivastava 62 28 0 15 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 168 1,898 0 02 Aug 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 101 133 0 22 Jul 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 58 11 0 11 Jul 2022
TransforMatcher: Match-to-Match Attention for Semantic Correspondence Seungwook Kim Juhong Min Minsu Cho ViT 108 34 0 23 May 2022
Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels Jiwon Kim Kwang-seok Ryoo Junyoung Seo Gyuseong Lee Daehwan Kim Hansang Cho Seung Wook Kim 73 26 0 30 Mar 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 67 33 0 08 Mar 2022
CATs++: Boosting Cost Aggregation with Convolutions and Transformers Seokju Cho Sunghwan Hong Seung Wook Kim ViT 81 40 0 14 Feb 2022
DKM: Dense Kernelized Feature Matching for Geometry Estimation Johan Edstedt Ioannis Athanasiadis Mårten Wadenbäck Michael Felsberg 3DV MDE 119 129 0 01 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 508 15,788 0 20 Dec 2021
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 134 290 0 10 Dec 2021
iBOT: Image BERT Pre-Training with Online Tokenizer Jinghao Zhou Chen Wei Huiyu Wang Wei Shen Cihang Xie Alan Yuille Tao Kong 88 743 0 15 Nov 2021
Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence Juhong Min Seungwook Kim Minsu Cho 65 16 0 11 Sep 2021
AP-10K: A Benchmark for Animal Pose Estimation in the Wild Hang Yu Yufei Xu Jing Zhang Wei Zhao Ziyu Guan Dacheng Tao 86 113 0 28 Aug 2021
Multi-scale Matching Networks for Semantic Correspondence Dongyang Zhao Ziyang Song Zhenghao Ji Gangming Zhao Weifeng Ge Yizhou Yu 83 49 0 31 Jul 2021
CATs: Cost Aggregation Transformers for Visual Correspondence Seokju Cho Sunghwan Hong Sangryul Jeon Yunsung Lee Kwanghoon Sohn Seungryong Kim ViT 81 92 0 04 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 735 6,139 0 29 Apr 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 81 49 0 07 Apr 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 102 1,188 0 01 Apr 2021
Convolutional Hough Matching Networks Juhong Min Minsu Cho 104 67 0 31 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 470 21,603 0 25 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 260 5,107 0 08 Oct 2020
Learning to Compose Hypercolumns for Visual Correspondence Juhong Min Jongmin Lee Jean Ponce Minsu Cho OCL 65 79 0 21 Jul 2020
Dual-Resolution Correspondence Networks Xinghui Li Kai Han Shuda Li V. Prisacariu 3DV 126 162 0 16 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 454 13,130 0 26 May 2020
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence Junsoo Lee Eungyeup Kim Yunsung Lee Dongjun Kim Jaehyuk Chang Jaegul Choo DiffM 124 154 0 11 May 2020