Self-Supervised Learning

InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow ICCV 2025 Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian Splatting CVPR 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 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 Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 2025 Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025 Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces AAAI 2025 IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features ICCV 2025 Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution ACL 2025 Invisible Backdoor Attack against Self-supervised Learning CVPR 2025 ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025 Is your model big enough? Training and interpreting large-scale monolingual speech foundation models Interspeech 2025 Iterative Refinement, Not Training Objective, Makes HuBERT Behave Differently from wav2vec 2.0 Interspeech 2025 Iterative Self-Training with Class-Aware Text-to-Image Synthesis for Visual Task Learning AAAI 2025 J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume WACV 2025 Joint Supervised and Self-supervised Learning for MRI Reconstruction MIDL 2025 KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025 Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles ACL 2025 KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception CVPR 2025 Label Semantic-Driven Contrastive Learning for Speech Emotion Recognition Interspeech 2025 LangEye: Toward ‘Anytime’ Learner-Driven Vocabulary Learning From Real-World Objects ACL 2025 Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos Interspeech 2025 Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025