Papers citing 'What Makes for Good Views for Contrastive Learning?'

Title
COST: Contrastive One-Stage Transformer for Vision-Language Small Object TrackingInformation Fusion (Inf. Fusion), 2025 Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Yucheng Wang 190 1 0 02 Apr 2025
Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive LearningInformation Fusion (Inf. Fusion), 2025 Ruobing Jiang Yacong Li Haobing Liu Yanwei Yu 274 2 0 18 Mar 2025
Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers Xuexin Chen Ruichu Cai Zhengting Huang Zijian Li Jie Zheng Min Wu 208 0 0 08 Mar 2025
Projection Head is Secretly an Information BottleneckInternational Conference on Learning Representations (ICLR), 2025 Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 253 4 0 01 Mar 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 201 2 0 23 Feb 2025
Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita Chanakya Ekbote Liu Ziyin Paul Pu Liang 208 12 0 22 Feb 2025
TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress Onat Gungor Amanda Rios Nilesh A. Ahuja T. Rosing OODD AI4TS 279 1 0 21 Feb 2025
Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions Jingxin Xu Guoshun Nan Sheng Guan Sicong Leng Wenshu Fan Zixiao Wang Yuyang Ma Zhili Zhou Yanzhao Hou Xiaofeng Tao LM&MA 248 0 0 08 Feb 2025
Particle Trajectory Representation Learning with Masked Point Modeling Sam Young Yeon-jae Jwa Kazuhiro Terao 3DPC 271 2 0 04 Feb 2025
Unifying Prediction and Explanation in Time-Series Transformers via Shapley-based PretrainingInternational Colloquium on Signal Processing and Its Applications (CSPIA), 2025 Qisen Cheng Jinming Xing Chang Xue Xiaoran Yang AI4TS 202 8 0 28 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 282 4 0 28 Jan 2025
Self-supervised Transformation Learning for Equivariant RepresentationsNeural Information Processing Systems (NeurIPS), 2025 Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 185 0 0 15 Jan 2025
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech SynthesisInformation Fusion (Inf. Fusion), 2025 Rui Liu Zhenqi Jia F. Bao Hong Li 151 7 0 11 Jan 2025
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Yassine Chemingui Aryan Deshwal Honghao Wei Alan Fern J. Doppa OffRL 48 4 0 25 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"AAAI Conference on Artificial Intelligence (AAAI), 2024 Yudong Zhang Ruobing Xie Jiansheng Chen Xingwu Sun Zhanhui Kang Yu Wang 318 3 0 21 Dec 2024
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial TranscriptomicsAAAI Conference on Artificial Intelligence (AAAI), 2024 Kaichen Xu Qilong Wu Yan Lu Yinan Zheng W. Li Xingjie Tang Jun Wang Xiaobo Sun 235 1 0 14 Dec 2024
Training MLPs on Graphs without SupervisionWeb Search and Data Mining (WSDM), 2024 Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 208 14 0 05 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 346 2 0 04 Dec 2024
Direct Coloring for Self-Supervised Enhanced Feature Decoupling S. Mohamadi Gianfranco Doretto Donald Adjeroh 300 0 0 03 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory PerspectiveInternational Journal of Computer Vision (IJCV), 2024 Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Jingyao Wang Junge Zhang Changwen Zheng Gang Hua Hui Xiong SSL 230 1 0 30 Nov 2024
Finding "Good Views" of Electrocardiogram Signals for Inferring Abnormalities in Cardiac Condition Hyewon Jeong Suyeol Yun Hammaad Adam 171 1 0 11 Nov 2024
Understanding the Role of Equivariance in Self-supervised LearningNeural Information Processing Systems (NeurIPS), 2024 Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 222 4 0 10 Nov 2024
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck Shuangjie Li Jiangqing Song Baoming Zhang Gaoli Ruan Junyuan Xie Chongjun Wang 174 1 0 07 Nov 2024
BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts Farshad Noravesh 133 0 0 31 Oct 2024
Contrastive Learning and Adversarial Disentanglement for Privacy-Aware Task-Oriented Semantic Communication Omar Erak Omar Alhussein Wen Tong 237 0 0 30 Oct 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model FusionNeural Information Processing Systems (NeurIPS), 2024 Zhenheng Tang Yonggang Zhang Peijie Dong Yiu-ming Cheung Amelie Chi Zhou Bo Han Xiaowen Chu FedML MoMe AI4CE 218 13 0 27 Oct 2024
Your Image is Secretly the Last Frame of a Pseudo Video Wenlong Chen Wenlin Chen Lapo Rastrelli Yingzhen Li DiffM VGen 244 0 0 26 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised LearningNeural Information Processing Systems (NeurIPS), 2024 Shentong Mo Shengbang Tong 209 3 0 25 Oct 2024
LAC: Graph Contrastive Learning with Learnable Augmentation in Continuous Space Zhenyu Lin Hongzheng Li Yingxia Shao Guanhua Ye Yawen Li Quanqing Xu 180 0 0 20 Oct 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer LookIEEE International Joint Conference on Neural Network (IJCNN), 2024 Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 155 4 0 16 Oct 2024
SCOREQ: Speech Quality Assessment with Contrastive RegressionNeural Information Processing Systems (NeurIPS), 2024 Alessandro Ragano Jan Skoglund Andrew Hines 235 30 0 09 Oct 2024
Molecular topological deep learning for polymer property prediction Cong Shen Yipeng Zhang Fei Han Kelin Xia AI4CE 114 1 0 07 Oct 2024
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations Minoh Jeong Min Namgung Min Namgung Luan Tuyen Chau Yao-Yi Chiang Alfred Hero 265 3 0 02 Oct 2024
Analysis of Spatial augmentation in Self-supervised models in the purview of training and test distributions Abhishek Jha Tinne Tuytelaars 111 1 0 26 Sep 2024
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure LearningNeural Information Processing Systems (NeurIPS), 2024 Zhixiang Shen Shuo Wang Zhao Kang 244 13 0 25 Sep 2024
Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation LearningInternational Society for Music Information Retrieval Conference (ISMIR), 2024 Ilaria Manco Justin Salamon Oriol Nieto 123 5 0 17 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningInternational Conference on Learning Representations (ICLR), 2024 Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 236 3 0 16 Sep 2024
Robust image representations with counterfactual contrastive learning Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD MedIm 278 3 0 16 Sep 2024
Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised DefenseEuropean Conference on Computer Vision (ECCV), 2024 Jeremy A. Styborski Mingzhi Lyu Yunpeng Huang Adams Kong 212 1 0 13 Sep 2024
What to align in multimodal contrastive learning?International Conference on Learning Representations (ICLR), 2024 Benoit Dufumier J. Castillo-Navarro D. Tuia Jean-Philippe Thiran 260 22 0 11 Sep 2024
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks Amin Karimi Monsefi Kishore Prakash Sailaja Ali Alilooee Ser-Nam Lim R. Ramnath VLM 256 16 0 10 Sep 2024
When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Zhixiang Shen Zhao Kang 162 16 0 01 Sep 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 731 10 0 30 Aug 2024
Disentangled Generative Graph Representation Learning Xinyue Hu Zhibin Duan Xinyang Liu Yuxin Li Bo Chen Mingyuan Zhou 193 0 0 24 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 115 3 0 19 Aug 2024
PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit AugmentationsDigital Discovery (DD), 2024 Jiajun Zhou Yijie Yang Austin M. Mroz Kim E. Jelfs SSL 143 4 0 14 Aug 2024
Contrastive Learning and Abstract Concepts: The Case of Natural NumbersInternational Joint Conference on Computational Intelligence (IJCCI), 2024 Daniel N. Nissani SSL 114 0 0 05 Aug 2024
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization Wenyu Mao Jiancan Wu Haoyang Liu Yongduo Sui Xiang Wang OOD 337 5 0 03 Aug 2024
POA: Pre-training Once for Models of All SizesEuropean Conference on Computer Vision (ECCV), 2024 Yingying Zhang Xin Guo Jiangwei Lao Lei Yu Lixiang Ru Jian Wang Guo Ye Huimei He Jingdong Chen Ming Yang 251 2 0 02 Aug 2024
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 103 1 0 31 Jul 2024