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2206.06363
Cited By
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation
13 June 2022
Wouter Van Gansbeke
Simon Vandenhende
Luc Van Gool
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Papers citing
"Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation"
49 / 49 papers shown
Unsupervised Instance Segmentation with Superpixels
Pattern Recognition (Pattern Recogn.), 2025
Cuong Manh Hoang
SSeg
269
2
0
03 Sep 2025
Ensemble Foreground Management for Unsupervised Object Discovery
Ziling Wu
Armaghan Moemeni
Praminda Caleb-Solly
OCL
286
1
0
28 Jul 2025
Discovering and using Spelke segments
R. Venkatesh
Klemen Kotar
Lilian Naing Chen
Seungwoo Kim
Luca Thomas Wheeler
...
Wanhee Lee
Honglin Chen
Daniel M. Bear
Stefan Stojanov
Daniel L. K. Yamins
193
0
0
21 Jul 2025
Scene-Centric Unsupervised Panoptic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2025
Oliver Hahn
Christoph Reich
Nikita Araslanov
Daniel Cremers
Christian Rupprecht
Stefan Roth
OCL
378
6
0
02 Apr 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Xuweiyi Chen
Markus Marks
Zezhou Cheng
522
4
0
25 Nov 2024
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation
European Conference on Computer Vision (ECCV), 2024
Dylan Li
Gyungin Shin
238
12
0
27 Sep 2024
Analysis of Spatial augmentation in Self-supervised models in the purview of training and test distributions
Abhishek Jha
Tinne Tuytelaars
240
1
0
26 Sep 2024
Image Segmentation in Foundation Model Era: A Survey
Tianfei Zhou
Fei Zhang
Boyu Chang
Wenguan Wang
Ye Yuan
E. Konukoglu
Daniel Cremers
VLM
488
40
0
23 Aug 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture
Donghee Kim
Sungduk Cho
Hyeonwoo Cho
Chanmin Park
Jinyoung Kim
Won Hwa Kim
341
0
0
15 Jul 2024
Lift, Splat, Map: Lifting Foundation Masks for Label-Free Semantic Scene Completion
Arthur Zhang
Rainier Heijne
Joydeep Biswas
306
1
0
03 Jul 2024
Segment Anything without Supervision
Xudong Wang
Jingfeng Yang
Trevor Darrell
VLM
389
28
0
28 Jun 2024
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation
Niclas Vodisch
Kürsat Petek
Markus Kappeler
Abhinav Valada
Wolfram Burgard
VLM
314
8
0
29 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies
Jianing Qian
Anastasios Panagopoulos
Dinesh Jayaraman
LM&Ro
ViT
265
10
0
24 May 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals
Oliver Hahn
Nikita Araslanov
Simone Schaub-Meyer
Stefan Roth
3DPC
241
10
0
25 Apr 2024
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models
Cheng Shi
Sibei Yang
VLM
229
9
0
18 Apr 2024
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
349
2
0
08 Apr 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers
Computer Vision and Pattern Recognition (CVPR), 2024
Shahaf Arica
Or Rubin
Sapir Gershov
S. Laufer
195
15
0
12 Mar 2024
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation
Baran Ozaydin
Tong Zhang
Deblina Bhattacharjee
Sabine Süsstrunk
Mathieu Salzmann
244
1
0
11 Mar 2024
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2024
Sonal Kumar
Arijit Sur
R. Baruah
ViT
266
4
0
23 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting
Wouter Van Gansbeke
Bert De Brabandere
DiffM
405
19
0
18 Jan 2024
Unsupervised Universal Image Segmentation
Dantong Niu
Xudong Wang
Xinyang Han
Long Lian
Roei Herzig
Trevor Darrell
VLM
336
43
0
28 Dec 2023
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training
Yuqi Lin
Minghao Chen
Kaipeng Zhang
Hengjia Li
Mingming Li
Zheng Yang
Dongqin Lv
Binbin Lin
Haifeng Liu
Deng Cai
CLIP
VLM
266
36
0
20 Dec 2023
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation
Yau Shing Jonathan Cheung
Xi Chen
Lihe Yang
Hengshuang Zhao
380
3
0
30 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation
Paul Engstler
Luke Melas-Kyriazi
Christian Rupprecht
Iro Laina
SSL
261
8
0
24 Nov 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey
Oriane Siméoni
Éloi Zablocki
Spyros Gidaris
Gilles Puy
Patrick Pérez
369
19
0
19 Oct 2023
Causal Unsupervised Semantic Segmentation
Pattern Recognition (Pattern Recogn.), 2023
Junho Kim
Byung-Kwan Lee
Yonghyun Ro
345
23
0
11 Oct 2023
Few-Shot Panoptic Segmentation With Foundation Models
IEEE International Conference on Robotics and Automation (ICRA), 2023
Markus Kappeler
Kürsat Petek
Niclas Vodisch
Wolfram Burgard
Abhinav Valada
419
24
0
19 Sep 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
British Machine Vision Conference (BMVC), 2023
Silky Singh
Shripad Deshmukh
Mausoom Sarkar
Balaji Krishnamurthy
460
10
0
22 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training
Ioannis Maniadis Metaxas
Adrian Bulat
Ioannis Patras
Brais Martínez
Georgios Tzimiropoulos
521
1
0
28 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Xinyu Zhang
Abdeslam Boularias
278
8
0
25 Jul 2023
Zero-shot Unsupervised Transfer Instance Segmentation
Gyungin Shin
Samuel Albanie
Weidi Xie
ISeg
VLM
358
8
0
27 Apr 2023
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Sang-Kee Jo
In-Jae Yu
Kyungsu Kim
438
28
0
19 Apr 2023
Transformer-Based Visual Segmentation: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiangtai Li
Henghui Ding
Haobo Yuan
Wenwei Zhang
Jiangmiao Pang
Guangliang Cheng
Kai-xiang Chen
Ziwei Liu
Chen Change Loy
ViT
MedIm
560
271
0
19 Apr 2023
Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation
Alexander Koenig
Maximilian Schambach
Johannes Otterbach
217
9
0
14 Apr 2023
Hard Patches Mining for Masked Image Modeling
Computer Vision and Pattern Recognition (CVPR), 2023
Haochen Wang
Kaiyou Song
Junsong Fan
Yuxi Wang
Jin Xie
Zhaoxiang Zhang
255
85
0
12 Apr 2023
Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation
Yabo Zhang
Zihao Wang
Jun Hao Liew
Jingjia Huang
Manyu Zhu
Jiashi Feng
W. Zuo
VLM
133
4
0
03 Apr 2023
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
Computer Vision and Pattern Recognition (CVPR), 2023
Gen Li
Varun Jampani
Deqing Sun
Laura Sevilla-Lara
390
77
0
16 Mar 2023
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters
IEEE International Conference on Computer Vision (ICCV), 2023
Wenqi Ouyang
Yi Dong
Xiaoyang Kang
Peiran Ren
Xin Xu
Xuansong Xie
306
18
0
15 Mar 2023
Object-centric Learning with Cyclic Walks between Parts and Whole
Neural Information Processing Systems (NeurIPS), 2023
Ziyu Wang
Mike Zheng Shou
Mengmi Zhang
OCL
323
16
0
16 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation
Yash J. Patel
Yusheng Xie
Yi Zhu
Srikar Appalaraju
R. Manmatha
253
4
0
07 Feb 2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet)
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023
Liya Wang
A. Tien
469
22
0
28 Jan 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Xudong Wang
Rohit Girdhar
Stella X. Yu
Ishan Misra
VLM
341
256
0
26 Jan 2023
Unsupervised Object Localization: Observing the Background to Discover Objects
Computer Vision and Pattern Recognition (CVPR), 2022
Oriane Siméoni
Chloé Sekkat
Gilles Puy
Antonín Vobecký
Éloi Zablocki
Patrick Pérez
OCL
SSL
405
88
0
15 Dec 2022
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Kehan Li
Zhennan Wang
Ze-Long Cheng
Runyi Yu
Yian Zhao
Guoli Song
Chang Liu
Li-ming Yuan
Jie Chen
365
49
0
12 Oct 2022
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance
IEEE International Conference on Computer Vision (ICCV), 2022
Susung Hong
Gyuseong Lee
Wooseok Jang
Seung Wook Kim
DiffM
629
157
0
03 Oct 2022
Bridging the Gap to Real-World Object-Centric Learning
International Conference on Learning Representations (ICLR), 2022
Maximilian Seitzer
Max Horn
Antonios Tragoudaras
Dominik Zietlow
Tianjun Xiao
...
Tong He
Zheng Zhang
Bernhard Schölkopf
Thomas Brox
Francesco Locatello
OCL
412
217
0
29 Sep 2022
NamedMask: Distilling Segmenters from Complementary Foundation Models
Gyungin Shin
Weidi Xie
Samuel Albanie
ISeg
VLM
274
24
0
22 Sep 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCL
SSL
1.4K
4,836
0
17 Jun 2020
ClusterFit: Improving Generalization of Visual Representations
Computer Vision and Pattern Recognition (CVPR), 2019
Xueting Yan
Ishan Misra
Abhinav Gupta
Deepti Ghadiyaram
D. Mahajan
SSL
VLM
387
139
0
06 Dec 2019
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