Self-Supervised Learning

SelfHVD: Self-Supervised Handheld Video Deblurring CVPR 2026 Self-Supervised Uncertainty Estimation For Super-Resolution of Satellite Images UAI 2026 Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning CVPR 2026 Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach CVPR 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction CVPR 2026 TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition CVPR 2026 UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ACL 2026 VisPlay: Self-Evolving Vision-Language Models CVPR 2026 WildRayZer: Self-supervised Large View Synthesis in Dynamic Environments CVPR 2026 Beyond Attacks: Advancing Fake Speech Detection with Attack-Agnostic Methods Interspeech 2025 Beyond Traditional Speech Modifications : Utilizing Self Supervised Features for Enhanced Zero-Shot Children ASR Interspeech 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025 DiEmo-TTS: Disentangled Emotion Representations via Self-Supervised Distillation for Cross-Speaker Emotion Transfer in Text-to-Speech Interspeech 2025 Dog2vec: Self-Supervised Pre-Training for Canine Vocal Representation Interspeech 2025 EMPLACE: Self-Supervised Urban Scene Change Detection AAAI 2025 Ensemble Foreground Management for Unsupervised Object Discovery ICCV 2025 FreeCodec: A Disentangled Neural Speech Codec with Fewer Tokens Interspeech 2025 GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025 Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025 Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization AISTATS 2025 Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes CVPR 2025 Learning More with Less: Self-Supervised Approaches forLow-Resource Speech Emotion Recognition Interspeech 2025 Machine-generated text detection prevents language model collapse EMNLP 2025