Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals

25 January 2015

Papers citing "Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals"

50 / 137 papers shown

Title
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation Zhenyang Feng Zihe Wang Saul Ibaven Bueno Tomasz Frelek Advikaa Ramesh ... Hilmar Lapp Charles V. Stewart T. Berger-Wolf Yu-Chuan Su Wei-Lun Chao 58 0 0 12 Jan 2025
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy José-Fabian Villa-Vásquez M. Pedersoli 55 1 0 30 Oct 2024
Historical Printed Ornaments: Dataset and Tasks Sayan Kumar Chaki Z. S. Baltaci Elliot Vincent Remi Emonet Fabienne Vial-Bonacci Christelle Bahier-Porte Mathieu Aubry Thierry Fournel 52 0 0 16 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 45 9 0 09 Aug 2024
Segment Anything without Supervision Xudong Wang Jingfeng Yang Trevor Darrell VLM 45 10 0 28 Jun 2024
Mixup Augmentation with Multiple Interpolations Lifeng Shen Jincheng Yu Hansi Yang James T. Kwok 36 0 0 03 Jun 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery Rishav Pramanik José-Fabian Villa-Vásquez M. Pedersoli OCL 50 0 0 30 Apr 2024
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery Matthew J. Inkawhich Nathan Inkawhich Hao Yang Jingyang Zhang Randolph Linderman Yiran Chen ObjD 50 0 0 16 Apr 2024
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors Saksham Suri Matthew Walmer Kamal Gupta Abhinav Shrivastava 51 4 0 21 Mar 2024
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence Sung‐Jin Hong Seokju Cho Seungryong Kim Stephen Lin ViT 56 5 0 17 Mar 2024
Debiased Novel Category Discovering and Localization Juexiao Feng Yuhong Yang Yanchun Xie Yaqian Li Yandong Guo Yuchen Guo Yuwei He Liuyu Xiang Guiguang Ding ObjD 22 4 0 29 Feb 2024
PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes César R. de Souza Namil Kim Jiwon Kim Riccardo Volpi Diane Larlus ObjD 50 2 0 27 Feb 2024
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models Jiayun Luo Siddhesh Khandelwal Leonid Sigal Boyang Albert Li MLLM VLM 40 7 0 28 Nov 2023
Efficient Semantic Matching with Hypercolumn Correlation Seungwook Kim Juhong Min Minsu Cho 42 3 0 07 Nov 2023
Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning Jinwoo Kim Janghyuk Choi Jaehyun Kang Changyeon Lee Ho-Jin Choi Seon Joo Kim OCL 40 0 0 13 Oct 2023
Unsupervised Object Localization with Representer Point Selection Yeonghwan Song Seokwoo Jang Dina Katabi Jeany Son 3DPC 34 3 0 08 Sep 2023
Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks Eyal Gomel Tal Shaharabany Lior Wolf ObjD 34 3 0 07 Sep 2023
Rethinking the Localization in Weakly Supervised Object Localization Rui Xu Yong Luo Han Hu Bo Du Jialie Shen Yonggang Wen WSOL 40 3 0 11 Aug 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 36 5 0 25 Jul 2023
Learning Space-Time Semantic Correspondences Du Tran Jitendra Malik 27 0 0 16 Jun 2023
FreePoint: Unsupervised Point Cloud Instance Segmentation Zhikai Zhang Jian Ding Li Jiang Dengxin Dai Guisong Xia 3DPC 55 6 0 11 May 2023
SimSC: A Simple Framework for Semantic Correspondence with Temperature Learning Matthias Lalisse Kai Han Xingchen Wan P. Smolensky 54 3 0 03 May 2023
MOST: Multiple Object localization with Self-supervised Transformers for object discovery Sai Saketh Rambhatla Ishan Misra Rama Chellappa Abhinav Shrivastava 29 10 0 11 Apr 2023
Self-Supervised Learning of Object Segmentation from Unlabeled RGB-D Videos Shiyang Lu Yunfu Deng Abdeslam Boularias Kostas Bekris VOS 29 0 0 09 Apr 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim Janghyuk Choi Ho-Jin Choi Seon Joo Kim OCL VLM 32 14 0 31 Mar 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation Xudong Wang Rohit Girdhar Stella X. Yu Ishan Misra VLM 66 162 0 26 Jan 2023
Image Segmentation-based Unsupervised Multiple Objects Discovery Sandra Kara Hejer Ammar Florian Chabot Q. C. Pham OCL 32 6 0 20 Dec 2022
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers Zhiwei Lin Ze Yang Yongtao Wang ViT 44 2 0 24 Oct 2022
Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving Mahyar Najibi Jingwei Ji Yin Zhou C. Qi Xinchen Yan Scott Ettinger Drago Anguelov 41 62 0 14 Oct 2022
Novel 3D Scene Understanding Applications From Recurrence in a Single Image Shimian Zhang Skanda Bharadwaj Keaton Kraiger Yashasvi Asthana Hong Zhang R. Collins Yanxi Liu 38 1 0 14 Oct 2022
MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski Paolo Favaro OCL 25 20 0 14 Oct 2022
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 24 16 0 06 Oct 2022
Bridging the Gap to Real-World Object-Centric Learning Maximilian Seitzer Max Horn Andrii Zadaianchuk Dominik Zietlow Tianjun Xiao ... Tong He Zheng Zhang Bernhard Schölkopf Thomas Brox Francesco Locatello OCL 52 140 0 29 Sep 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 74 20 0 19 Sep 2022
Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence Sunghwan Hong Seokju Cho Seung Wook Kim Stephen Lin 3DV 47 4 0 19 Sep 2022
Part-Based Models Improve Adversarial Robustness Chawin Sitawarin Kornrapat Pongmala Yizheng Chen Nicholas Carlini David Wagner 51 11 0 15 Sep 2022
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut Yangtao Wang Xiaoke Shen Yuan. Yuan Yuming Du Maomao Li S. Hu James L. Crowley Dominique Vaufreydaz VOS ViT 47 78 0 01 Sep 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 37 2 0 23 Aug 2022
Automatic dense annotation of large-vocabulary sign language videos Liliane Momeni Hannah Bull Prajwal K R Samuel Albanie Gül Varol Andrew Zisserman SLR 32 18 0 04 Aug 2022
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 48 19 0 25 Jul 2022
TransforMatcher: Match-to-Match Attention for Semantic Correspondence Seungwook Kim Juhong Min Minsu Cho ViT 54 32 0 23 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 40 160 0 16 May 2022
Towards Open-Set Object Detection and Discovery Jiyang Zheng Weihao Li Jie Hong L. Petersson Nick Barnes ObjD 41 61 0 12 Apr 2022
Learning to Detect Mobile Objects from LiDAR Scans Without Labels Yurong You Katie Z Luo Cheng Perng Phoo Wei-Lun Chao Wen Sun Bharath Hariharan M. Campbell Kilian Q. Weinberger 20 41 0 29 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 44 87 0 16 Mar 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 42 112 0 24 Feb 2022
ASOC: Adaptive Self-aware Object Co-localization Koteswar Rao Jerripothula Prerana Mukherjee WSOL 25 3 0 27 Jan 2022
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning Yunsung Lee Teakgyu Hong Han-Cheol Cho Junbum Cha Seungryong Kim SSL 12 0 0 21 Nov 2021
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery Xi Shen Alexei A. Efros Armand Joulin Mathieu Aubry 24 11 0 29 Oct 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 180 196 0 29 Sep 2021