Title
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction Liyan Sun Shaocong Yu Chi Zhang Xinghao Ding SSL 34 0 0 18 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 51 0 0 17 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 45 0 0 15 Jan 2025
Parking Space Detection in the City of Granada Crespo-Orti Luis Moreno-Cuadrado Isabel Olivares-Martínez Pablo Sanz-Tornero Ximo 33 0 0 11 Jan 2025
AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks Fuhang Liang Rucong Xu Deng Lin OOD 38 0 0 10 Jan 2025
Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity Niklas Babendererde Haozhe Zhu Moritz Fuchs J. Stieber Anirban Mukhopadhyay FedML OOD 33 0 0 08 Jan 2025
Gaussian Masked Autoencoders Jathushan Rajasegaran Xinlei Chen Rulilong Li Christoph Feichtenhofer Jitendra Malik Shiry Ginosar 3DGS 45 1 0 06 Jan 2025
Human Gaze Boosts Object-Centered Representation Learning Timothy Schaumlöffel A. Aubret Gemma Roig Jochen Triesch 36 0 0 06 Jan 2025
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning Yi-Ge Zhang Jingyi Cui Qiran Li Yisen Wang SSL 45 0 0 03 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 32 0 0 03 Jan 2025
Keypoint Aware Masked Image Modelling Madhava Krishna Convin.AI 73 0 0 03 Jan 2025
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment Li Kewei Zhou Hengshun Shen Kai Dai Yusheng Du Jun 36 1 0 31 Dec 2024
Self-Calibrated Dual Contrasting for Annotation-Efficient Bacteria Raman Spectroscopy Clustering and Classification Haiming Yao Wei Luo Tao Zhou Ang Gao Xue Wang 33 0 0 31 Dec 2024
Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning Sijia Chen Ningxin Su Baochun Li FedML 40 0 0 31 Dec 2024
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning En Fu Yanyan Hu AI4TS 36 0 0 30 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 42 0 0 23 Dec 2024
Where Did Your Model Learn That? Label-free Influence for Self-supervised Learning Nidhin Harilal Amit Rege Reza Akbarian Bafghi M. Raissi C. Monteleoni TDI 43 0 0 22 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant" Yudong Zhang Ruobing Xie Jiansheng Chen Xingchen Sun Zhanhui Kang Yu Wang 88 0 0 21 Dec 2024
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment Cijo Jose Théo Moutakanni Dahyun Kang Federico Baldassarre Timothée Darcet ... Maxime Oquab Oriane Siméoni Huy V. Vo Patrick Labatut Piotr Bojanowski CLIP VLM 100 6 0 20 Dec 2024
Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data? Simon Langer J. Ritter R. Braren Daniel Rueckert Paul Hager 81 0 0 20 Dec 2024
Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision Zeeshan Nisar T. Lampert 68 0 0 19 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 114 15 0 19 Dec 2024
Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report Markus Dablander 77 0 0 18 Dec 2024
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang Xinkai Wei Min Chen Zhiqiang Wang Jiye Liang 75 0 0 18 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy Alan F. Smeaton OCL 84 0 0 16 Dec 2024
$$\texttt{DINO-Foresight}$: Looking into the Future with DINO$ $\texttt{DINO-Foresight}$ : Looking into the Future with DINO Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis AI4CE 84 1 0 16 Dec 2024
Video Representation Learning with Joint-Embedding Predictive Architectures Katrina Drozdov Ravid Shwartz-Ziv Yann LeCun AI4TS 79 1 0 14 Dec 2024
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting Yue Chen Xingyu Chen Anpei Chen Gerard Pons-Moll Yuliang Xiu 3DGS 86 3 0 12 Dec 2024
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation Wanjiang Weng Hongsong Wang Junbo He Lei He Guosen Xie 91 2 0 12 Dec 2024
Cross-View Completion Models are Zero-shot Correspondence Estimators Honggyu An J. Kim Seonghoon Park Jaewoo Jung Jisang Han Sunghwan Hong Seungryong Kim 3DV 80 3 0 12 Dec 2024
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces Huanyu Wu Siyang Li Dongrui Wu 106 6 0 12 Dec 2024
Learning Self-Supervised Audio-Visual Representations for Sound Recommendations Sudha Krishnamurthy SSL 77 1 0 10 Dec 2024
Training MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 72 5 0 05 Dec 2024
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 89 3 0 04 Dec 2024
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning Runjian Chen H. Zhang Avinash Ravichandran Wenqi Shao Alex Wong Ping Luo Ping Luo 3DPC 83 0 0 04 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 69 0 0 04 Dec 2024
GUESS: Generative Uncertainty Ensemble for Self Supervision S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 77 0 0 03 Dec 2024
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation Lingcong Cai Yongqian Li Xiaomao Fan Kaixuan Song Yongcheng Li Yixuan Yuan 71 0 0 03 Dec 2024
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition S. Mohamadi Gianfranco Doretto Donald Adjeroh SSL 74 0 0 03 Dec 2024
Direct Coloring for Self-Supervised Enhanced Feature Decoupling S. Mohamadi Gianfranco Doretto Donald Adjeroh 71 0 0 03 Dec 2024
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning Varun Belagali Srikar Yellapragada Alexandros Graikos S. Kapse Zilinghan Li Tarak Nandi Ravi K. Madduri Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 80 1 0 02 Dec 2024
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training Sanghwan Kim Rui Xiao Mariana-Iuliana Georgescu Stephan Alaniz Zeynep Akata VLM 79 2 0 02 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Jingyao Wang Junge Zhang Changwen Zheng Gang Hua Hui Xiong SSL 69 0 0 30 Nov 2024
FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation Chang Won Lee Selina Leveugle Svetlana Stolpner Chris Langley Paul Grouchy Jonathan Kelly Steven Waslander 77 0 0 29 Nov 2024
Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures Alain Riou Antonin Gagnere Gaëtan Hadjeres Stefan Lattner Geoffroy Peeters 91 0 0 29 Nov 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang M. Zhang Yangyang Shu Ziqiang Liu Hao Li Lingqiao Liu 76 0 0 28 Nov 2024
Exponential Moving Average of Weights in Deep Learning: Dynamics and Benefits Daniel Morales-Brotons Thijs Vogels Hadrien Hendrikx 123 17 0 27 Nov 2024
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide Detection Juefei He Yuexing Peng Wei Li Junchuan Yu Daqing Ge Wei Xiang 63 0 0 26 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 81 0 0 25 Nov 2024
Image Generation Diversity Issues and How to Tame Them Mischa Dombrowski Weitong Zhang Sarah Cechnicka Hadrien Reynaud Bernhard Kainz 72 0 0 25 Nov 2024