Self-Supervised Learning

GECO: Geometrically Consistent Embedding with Lightspeed Inference ICCV 2025 Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors ICCV 2025 Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization ICML 2025 Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise CVPR 2025 Generative Video Propagation CVPR 2025 Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ACL 2025 GeoDepth: From Point-to-Depth to Plane-to-Depth Modeling for Self-Supervised Monocular Depth Estimation CVPR 2025 Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025 GEOPARD: Geometric Pretraining for Articulation Prediction in 3D Shapes ICCV 2025 GigaAM: Efficient Self-Supervised Learner for Speech Recognition Interspeech 2025 GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities CVPR 2025 GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement ACL 2025 GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction AAAI 2025 Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025 GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025 Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025 GURecon: Learning Detailed 3D Geometric Uncertainties for Neural Surface Reconstruction AAAI 2025 Hand-held Object Reconstruction from RGB Video with Dynamic Interaction CVPR 2025 Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning ICCV 2025 HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement Interspeech 2025 HENT-SRT: Hierarchical Efficient Neural Transducer with Self-Distillation for Joint Speech Recognition and Translation ACL 2025 Heterogeneous Datasets for Unsupervised Image Anomaly Detection WACV 2025 Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025 HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025