Self-Supervised Learning

MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction CVPR 2025 MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications WACV 2025 MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025 MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025 MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning ICCV 2025 Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos ICCV 2025 MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition ICCV 2025 mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025 MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR Interspeech 2025 MUCD: Unsupervised Point Cloud Change Detection via Masked Consistency AAAI 2025 Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025 Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration AAAI 2025 MultiModal Action Conditioned Video Simulation ICCV 2025 Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets CVPR 2025 Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025 Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds CVPR 2025 Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025 Navigation-Guided Sparse Scene Representation for End-to-End Autonomous Driving ICLR 2025 NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025 NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025 Noise Modeling in One Hour: Minimizing Preparation Efforts for Self-supervised Low-Light RAW Image Denoising CVPR 2025 Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics ICML 2025 No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views ICCV 2025