ISImed: A Framework for Self-Supervised Learning using Intrinsic Spatial Information in Medical Imagesby Nabil Jabareen,…
LLM-HDR: Bridging LLM-based Perception and Self-Supervision for Unpaired LDR-to-HDR Image Reconstructionby Hrishav Bakul Barua, Kalin…
LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Modelby Tianqianjin Lin,…
How Do Training Methods Influence the Utilization of Vision Models?by Paul Gavrikov, Shashank Agnihotri, Margret…
Pseudo-label Refinement for Improving Self-Supervised Learning Systemsby Zia-ur-Rehman, Arif Mahmood, Wenxiong KangFirst submitted to arxiv…
On Partial Prototype Collapse in the DINO Family of Self-Supervised Methodsby Hariprasath Govindarajan, Per Sidén,…
SAda-Net: A Self-Supervised Adaptive Stereo Estimation CNN For Remote Sensing Image Databy Dominik Hirner, Friedrich…
PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenizationby Marco Spinaci, Marek Polewczyk, Johannes Hoffart, Markus…
Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Modelsby Tangwen Qian, Junhe Li,…
Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learningby Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu…