Cut and Learn for Unsupervised Object Detection and Instance Segmentation

26 January 2023

Papers citing "Cut and Learn for Unsupervised Object Detection and Instance Segmentation"

50 / 112 papers shown

Title
Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models Saman Motamed Wouter Van Gansbeke Luc Van Gool VGen DiffM 22 1 0 08 Apr 2024
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans Cedric Perauer Laurenz Adrian Heidrich Haifan Zhang Matthias Nießner Anastasiia Kornilova Alexey Artemov ISeg 3DPC 3DV 23 1 0 24 Mar 2024
Opti-Acoustic Semantic SLAM with Unknown Objects in Underwater Environments Kurran Singh Jungseok Hong Nick Rypkema John J. Leonard 34 1 0 19 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 19 6 0 12 Mar 2024
Attention-Guided Masked Autoencoders For Learning Image Representations Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 30 1 0 23 Feb 2024
Unsupervised learning based object detection using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari SSL 45 1 0 21 Feb 2024
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model Tanzila Rahman Shweta Mahajan Hsin-Ying Lee Jian Ren Sergey Tulyakov Leonid Sigal 63 4 0 18 Feb 2024
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision Zhaoqing Wang Xiaobo Xia Ziye Chen Xiao He Yandong Guo Mingming Gong Tongliang Liu VLM 11 10 0 14 Feb 2024
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection Shengcao Cao Dhiraj Joshi Liangyan Gui Yu-Xiong Wang 11 11 0 05 Feb 2024
Deep Spectral Improvement for Unsupervised Image Instance Segmentation Farnoosh Arefi Amir M. Mansourian S. Kasaei ISeg 18 1 0 04 Feb 2024
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models Koichi Namekata Amirmojtaba Sabour Sanja Fidler Seung Wook Kim 34 17 0 22 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 16 11 0 18 Jan 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping Xin Zhang Jinheng Xie Yuan. Yuan Michael Bi Mi Robby T. Tan VOS OCL VLM 41 2 0 29 Dec 2023
Unsupervised Universal Image Segmentation Dantong Niu Xudong Wang Xinyang Han Long Lian Roei Herzig Trevor Darrell VLM 22 17 0 28 Dec 2023
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation Monika Wysoczañska Oriane Siméoni Michael Ramamonjisoa Andrei Bursuc Tomasz Trzciñski Patrick Pérez VLM CLIP 21 29 0 19 Dec 2023
Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance Kuan-Chih Huang Yi-Hsuan Tsai Ming-Hsuan Yang 3DPC 15 4 0 12 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding Rahul Venkatesh Honglin Chen Kevin T. Feigelis Daniel M. Bear Khaled Jedoui ... Wanhee Lee Sherry Liu Kevin A. Smith Judith E. Fan Daniel L. K. Yamins VGen 30 0 0 11 Dec 2023
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 17 2 0 11 Dec 2023
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images Yafei Yang Bo Yang OCL 16 1 0 08 Dec 2023
Low-shot Object Learning with Mutual Exclusivity Bias Anh Thai Ahmad Humayun Stefan Stojanov Zixuan Huang Bikram Boote James M. Rehg 17 1 0 06 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 8 11 0 01 Dec 2023
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 12 1 0 30 Nov 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation Shuangrui Ding Rui Qian Haohang Xu Dahua Lin Hongkai Xiong VOS 27 4 0 29 Nov 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 25 12 0 29 Nov 2023
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models Jiayun Luo Siddhesh Khandelwal Leonid Sigal Boyang Albert Li MLLM VLM 27 7 0 28 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 12 3 0 24 Nov 2023
Object-Centric Learning with Slot Mixture Module Daniil E. Kirilenko Vitaliy Vorobyov A. Kovalev Aleksandr I. Panov OCL 23 3 0 08 Nov 2023
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 23 0 0 01 Nov 2023
Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation Francisco Eiras Kemal Oksuz Adel Bibi Philip H. S. Torr P. Dokania 17 1 0 20 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 18 10 0 19 Oct 2023
Self-supervised Object-Centric Learning for Videos Görkay Aydemir Weidi Xie Fatma Guney OCL VOS SSL 17 24 0 10 Oct 2023
Understanding Masked Autoencoders From a Local Contrastive Perspective Xiaoyu Yue Lei Bai Meng Wei Jiangmiao Pang Xihui Liu Luping Zhou Wanli Ouyang SSL 52 0 0 03 Oct 2023
LoCUS: Learning Multiscale 3D-consistent Features from Posed Images Dominik A. Kloepfer Dylan Campbell João F. Henriques 3DPC 3DV 10 0 0 02 Oct 2023
Vision Transformers Need Registers Zilong Chen Maxime Oquab Julien Mairal Huaping Liu ViT 33 308 0 28 Sep 2023
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Monika Wysoczañska Michael Ramamonjisoa Tomasz Trzciñski Oriane Siméoni 3DV VLM 11 20 0 25 Sep 2023
Few-Shot Panoptic Segmentation With Foundation Models Markus Kappeler Kürsat Petek Niclas Vodisch Wolfram Burgard Abhinav Valada 16 16 0 19 Sep 2023
Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks Eyal Gomel Tal Shaharabany Lior Wolf ObjD 10 3 0 07 Sep 2023
Emergence of Segmentation with Minimalistic White-Box Transformers Yaodong Yu Tianzhe Chu Shengbang Tong Ziyang Wu Druv Pai Sam Buchanan Y. Ma ViT 9 22 0 30 Aug 2023
VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation Xudong Wang Ishan Misra Ziyun Zeng Rohit Girdhar Trevor Darrell 11 15 0 28 Aug 2023
Enhancing Landmark Detection in Cluttered Real-World Scenarios with Vision Transformers Mohammad Javad Rajabi Morteza Mirzai A. Nickabadi ViT 6 0 0 25 Aug 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 24 19 0 22 Aug 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 14 7 0 22 Aug 2023
Unsupervised Camouflaged Object Segmentation as Domain Adaptation Yi Zhang Chengyi Wu 16 3 0 08 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 16 0 0 28 Jul 2023
FODVid: Flow-guided Object Discovery in Videos Silky Singh Shripad Deshmukh Mausoom Sarkar R. Jain Mayur Hemani Balaji Krishnamurthy VOS 9 2 0 10 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 21 7 0 07 Jul 2023
A Sparse Graph Formulation for Efficient Spectral Image Segmentation Rahul Palnitkar J. F. R. Neto 9 0 0 22 Jun 2023
PaintSeg: Training-free Segmentation via Painting Xiang Li Chung-Ching Lin Yinpeng Chen Zicheng Liu Jinglu Wang Bhiksha Raj 12 5 0 30 May 2023
Unsupervised Multi-view Pedestrian Detection Mengyin Liu Chao Zhu Shiqi Ren Xu-Cheng Yin 14 6 0 21 May 2023
Component-aware anomaly detection framework for adjustable and logical industrial visual inspection Tongkun Liu Bing Li Xiao Du Bingke Jiang Xiao Jin Liuyi Jin Zhu Zhao 8 27 0 15 May 2023