self-supervised learning

H-MoRe: Learning Human-centric Motion Representation for Action Analysis CVPR 2025 HuBERT-VIC: Improving Noise-Robust Automatic Speech Recognition of Speech Foundation Model via Variance-Invariance-Covariance Regularization Interspeech 2025 HuMoCon: Concept Discovery for Human Motion Understanding CVPR 2025 Hybrid Expert Knowledge and Self-Supervised Learning for Diagnostic Modeling of Adductor Spasmodic and Primary Myotonic Dysphonia Interspeech 2025 Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation ICCV 2025 HygMap: Representing All Types of Map Entities via Heterogeneous Hypergraph IJCAI 2025 Hyperbolic Category Discovery CVPR 2025 Imperative MPC: An End-to-End Self-Supervised Learning with Differentiable MPC for UAV Attitude Control L4DC 2025 Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching Interspeech 2025 Improved Monocular Depth Prediction Using Distance Transform Over Pre-semantic Contours with Self-supervised Neural Networks CVPR 2025 Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025 Improving Large Vision and Language Models by Learning from a Panel of Peers ICCV 2025 Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025 Improving Out-of-Distribution Detection via Dynamic Covariance Calibration ICML 2025 Improving Out-of-distribution Human Activity Recognition via IMU-Video Cross-modal Representation Learning MLHC 2025 Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework WACV 2025 Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization AISTATS 2025 Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025 Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration CVPR 2025 Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025 IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction ICML 2025 Infinite Width Limits of Self Supervised Neural Networks AISTATS 2025 Integrating Low-Level Visual Cues for Enhanced Unsupervised Semantic Segmentation AAAI 2025 Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning AAAI 2025 Interpretable Sparse Features for Probing Self-Supervised Speech Models IJCNLP 2025