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2012.04630
Cited By
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
8 December 2020
Ramprasaath R. Selvaraju
Karan Desai
Justin Johnson
Nikhil Naik
SSL
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Papers citing
"CASTing Your Model: Learning to Localize Improves Self-Supervised Representations"
50 / 60 papers shown
GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning
Xiaojie Li
Bei Wang
Jianlong Wu
Yue Yu
Liqiang Nie
Min Zhang
Min Zhang
AI4TS
234
0
0
28 Sep 2025
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning
Huaiyuan Qin
M. Yang
Siyuan Hu
Peng Hu
Yu Zhang
Chen Gong
Hongyuan Zhu
233
0
0
14 Sep 2025
Multiple Object Stitching for Unsupervised Representation Learning
Pattern Recognition (Pattern Recogn.), 2025
Chengchao Shen
Dawei Liu
Jianxin Wang
OCL
SSL
316
0
0
09 Jun 2025
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition
ShuaiHeng Li
Qing Cai
Fan Zhang
Hao Fei
Yangyang Shu
Ziqiang Liu
Haoyang Li
Lingqiao Liu
472
1
0
28 Nov 2024
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models
Aymene Mohammed Bouayed
Samuel Deslauriers-Gauthier
Adrian Iaccovelli
D. Naccache
306
0
0
30 Oct 2024
Self-Supervised Learning for Real-World Object Detection: a Survey
Alina Ciocarlan
Sidonie Lefebvre
S. L. Hégarat-Mascle
Arnaud Woiselle
ObjD
291
4
0
09 Oct 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos
International Conference on Learning Representations (ICLR), 2024
Alex N. Wang
Christopher Hoang
Yuwen Xiong
Yann LeCun
Mengye Ren
554
7
0
20 Aug 2024
On Learning Discriminative Features from Synthesized Data for Self-Supervised Fine-Grained Visual Recognition
Zihu Wang
Lingqiao Liu
Scott Ricardo Figueroa Weston
Samuel Tian
Peng Li
315
9
0
19 Jul 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling
Yun Yue
Fangzhou Lin
Guanyi Mou
Ziming Zhang
SSL
361
14
0
23 Apr 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
European Conference on Computer Vision (ECCV), 2024
Xiaojie Li
Jianlong Wu
Hefei Ling
Yue Yu
Yue Yu
Guohao Li
Min Zhang
SSL
314
10
0
18 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
Chanyoung Kim
Woojung Han
Dayun Ju
Seong Jae Hwang
485
33
0
03 Mar 2024
Attention to detail: inter-resolution knowledge distillation
European Signal Processing Conference (EUSIPCO), 2023
Rocío del Amor
Julio Silva-Rodríguez
Adrián Colomer
Valery Naranjo
241
0
0
11 Jan 2024
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
Zihao Zhao
Sheng Wang
Qian Wang
Hongtu Zhu
MedIm
381
15
0
11 Dec 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
Mitigating Bias: Enhancing Image Classification by Improving Model Explanations
Asian Conference on Machine Learning (ACML), 2023
Raha Ahmadi
Mohammad Javad Rajabi
Mohammad Khalooiem
Mohammad Sabokrou
342
4
0
04 Jul 2023
Learning with Difference Attention for Visually Grounded Self-supervised Representations
Aishwarya Agarwal
Srikrishna Karanam
Balaji Vasan Srinivasan
243
1
0
26 Jun 2023
Learning Better Contrastive View from Radiologist's Gaze
Sheng Wang
Zixu Zhuang
Xi Ouyang
Lichi Zhang
Zheren Li
Chong Ma
Tianming Liu
Hongtu Zhu
Qian Wang
MedIm
209
3
0
15 May 2023
CLIP-S
4
^4
4
: Language-Guided Self-Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Wenbin He
Suphanut Jamonnak
Liangke Gou
Liu Ren
VLM
471
49
0
01 May 2023
Boosting Video Object Segmentation via Space-time Correspondence Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Yurong Zhang
Liulei Li
Wenguan Wang
Rong Xie
Li Song
Wenjun Zhang
VOS
267
47
0
13 Apr 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Thomas Stegmüller
Tim Lebailly
Behzad Bozorgtabar
Tinne Tuytelaars
Jean-Philippe Thiran
304
23
0
23 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training
Computer Vision and Pattern Recognition (CVPR), 2023
Wei Li
Jiahao Xie
Chen Change Loy
SSL
402
19
0
22 Mar 2023
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems
Computer Vision and Pattern Recognition (CVPR), 2023
Yangyang Shu
Anton Van Den Hengel
Lingqiao Liu
SSL
267
28
0
03 Mar 2023
Learning Visual Representations via Language-Guided Sampling
Computer Vision and Pattern Recognition (CVPR), 2023
Mohamed El Banani
Karan Desai
Justin Johnson
SSL
VLM
543
38
0
23 Feb 2023
Saliency Guided Contrastive Learning on Scene Images
Meilin Chen
Yizhou Wang
Weizhen He
Feng Zhu
Haiyang Yang
Mengwei He
Rui Zhao
Donglian Qi
Wanli Ouyang
SSL
271
2
0
22 Feb 2023
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis
IEEE International Conference on Computer Vision (ICCV), 2023
Yankai Jiang
Ming Sun
Heng Guo
Xiaoyu Bai
K. Yan
Le Lu
Minfeng Xu
MedIm
348
37
0
11 Feb 2023
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection
Kyle Buettner
Adriana Kovashka
175
2
0
09 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond Objects
Computer Vision and Pattern Recognition (CVPR), 2022
Songwei Ge
Shlok Kumar Mishra
Simon Kornblith
Chun-Liang Li
David Jacobs
OCL
SSL
322
82
0
01 Dec 2022
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation
British Machine Vision Conference (BMVC), 2022
Liang Zeng
A. Lengyel
Nergis Tomen
Jan van Gemert
AI4TS
225
0
0
25 Nov 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations
European Conference on Computer Vision (ECCV), 2022
Sravanti Addepalli
Kaushal Bhogale
Priyam Dey
R. Venkatesh Babu
SSL
124
9
0
18 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By Recognition
International Conference on Learning Representations (ICLR), 2022
Tsung-Wei Ke
Sangwoo Mo
Stella X. Yu
VLM
607
19
0
01 Oct 2022
Refine and Represent: Region-to-Object Representation Learning
Akash Gokul
Konstantinos Kallidromitis
Shufang Li
Yu Kato
Kazuki Kozuka
Trevor Darrell
Colorado Reed
SSeg
253
5
0
25 Aug 2022
On the robustness of self-supervised representations for multi-view object classification
Pattern Recognition Letters (PRL), 2022
David Torpey
Richard Klein
SSL
155
1
0
27 Jul 2022
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations
Computer Vision and Pattern Recognition (CVPR), 2022
Ziyan Yang
Kushal Kafle
Franck Dernoncourt
Vicente Ordónez Román
VLM
449
32
0
30 Jun 2022
MSR: Making Self-supervised learning Robust to Aggressive Augmentations
Ying-Long Bai
Erkun Yang
Zhaoqing Wang
Yuxuan Du
Bo Han
Cheng Deng
Dadong Wang
Tongliang Liu
SSL
259
5
0
04 Jun 2022
Self-Supervised Visual Representation Learning with Semantic Grouping
Neural Information Processing Systems (NeurIPS), 2022
Xin Wen
Bingchen Zhao
Anlin Zheng
Xinming Zhang
Xiaojuan Qi
SSL
538
91
0
30 May 2022
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
International Conference on Machine Learning (ICML), 2022
Siyuan Li
Di Wu
Fang Wu
Lei Shang
Stan.Z.Li
274
60
0
27 May 2022
Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers
Computer Vision and Pattern Recognition (CVPR), 2022
Tsung-Wei Ke
Jyh-Jing Hwang
Yunhui Guo
Xudong Wang
Stella X. Yu
254
58
0
25 Apr 2022
Can domain adaptation make object recognition work for everyone?
Viraj Prabhu
Ramprasaath R. Selvaraju
Judy Hoffman
Nikhil Naik
OOD
190
8
0
23 Apr 2022
Dense Siamese Network for Dense Unsupervised Learning
European Conference on Computer Vision (ECCV), 2022
Wenwei Zhang
Jiangmiao Pang
Kai-xiang Chen
Chen Change Loy
235
17
0
21 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation
European Conference on Computer Vision (ECCV), 2022
Renhao Wang
Hang Zhao
Yang Gao
SSL
306
1
0
17 Mar 2022
UniVIP: A Unified Framework for Self-Supervised Visual Pre-training
Computer Vision and Pattern Recognition (CVPR), 2022
Zhaowen Li
Yousong Zhu
Fan Yang
Wei Li
Honghui Dong
...
Jiahao Xie
Liwei Wu
Rui Zhao
Ming Tang
Jinqiao Wang
227
45
0
14 Mar 2022
Crafting Better Contrastive Views for Siamese Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Xiang Peng
Kai Wang
Zheng Hua Zhu
Mang Wang
Yang You
SSL
407
128
0
07 Feb 2022
Sim2Real Object-Centric Keypoint Detection and Description
AAAI Conference on Artificial Intelligence (AAAI), 2022
Chengliang Zhong
Chao Yang
Ji Qi
Gang Hua
Huaping Liu
Xiaodong Mu
Wenbing Huang
3DPC
337
12
0
01 Feb 2022
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Brian Chen
Ramprasaath R. Selvaraju
Shih-Fu Chang
Juan Carlos Niebles
Nikhil Naik
ViT
312
3
0
01 Dec 2021
Object-Aware Cropping for Self-Supervised Learning
Shlok Kumar Mishra
Anshul B. Shah
Ankan Bansal
Abhyuday N. Jagannatha
Janit Anjaria
Abhishek Sharma
David Jacobs
Dilip Krishnan
SSL
498
29
0
01 Dec 2021
ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification
Zhibo Zhang
Jongseong Jang
C. Trabelsi
Ruiwen Li
Scott Sanner
Yeonjeong Jeong
Dongsub Shim
279
4
0
28 Nov 2021
Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
The Web Conference (WWW), 2021
Puja Trivedi
Ekdeep Singh Lubana
Yujun Yan
Yaoqing Yang
Danai Koutra
204
59
0
05 Nov 2021
GenURL: A General Framework for Unsupervised Representation Learning
Siyuan Li
Zicheng Liu
Z. Zang
Di Wu
Zhiyuan Chen
Stan Z. Li
OOD
3DGS
OffRL
406
13
0
27 Oct 2021
Look at What I'm Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos
Neural Information Processing Systems (NeurIPS), 2021
Reuben Tan
Bryan A. Plummer
Kate Saenko
Hailin Jin
Bryan C. Russell
SSL
237
30
0
20 Oct 2021
Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images
Boon Peng Yap
B. Ng
SSL
206
5
0
04 Aug 2021
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