Self-Supervised Learning

When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025 When Truthful Representations Flip Under Deceptive Instructions? EMNLP 2025 Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025 Why is children's ASR so difficult? Analyzing children's phonological error patterns using SSL-based phoneme recognizers Interspeech 2025 Word stress in self-supervised speech models: A cross-linguistic comparison Interspeech 2025 XR-MBT: Multi-Modal Full Body Tracking for XR through Self-Supervision with Learned Depth Point Cloud Registration WACV 2025 You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025 Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025 Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image AAAI 2025 ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation CVPR 2025 3D Facial Expressions through Analysis-by-Neural-Synthesis CVPR 2024 3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces CVPR 2024 3DInAction: Understanding Human Actions in 3D Point Clouds CVPR 2024 AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024 Abrupt Learning in Transformers: A Case Study on Matrix Completion NeurIPS 2024 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 Accelerating Augmentation Invariance Pretraining NeurIPS 2024 ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF CVPR 2024 Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation NeurIPS 2024 Advancing Large Language Model Attribution through Self-Improving EMNLP 2024 Advancing Post-OCR Correction: A Comparative Study of Synthetic Data ACL 2024 AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024 AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation CVPR 2024 A General Protocol to Probe Large Vision Models for 3D Physical Understanding NeurIPS 2024 A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks ICLR 2024