Self-Supervised Learning

EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 Effective Context in Neural Speech Models Interspeech 2025 Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025 EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion CVPR 2025 EMPLACE: Self-Supervised Urban Scene Change Detection AAAI 2025 Employing self-supervised learning models for cross-linguistic child speech maturity classification Interspeech 2025 Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025 EnCodecMAE: leveraging neural codecs for universal audio representation learning Interspeech 2025 Enhancing Close-up Novel View Synthesis via Pseudo-labeling AAAI 2025 Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales MIDL 2025 Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025 Enhancing Mathematical Reasoning in LLMs by Stepwise Correction ACL 2025 Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025 Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025 Epipolar Consistent Attention Aggregation Network for Unsupervised Light Field Disparity Estimation ICCV 2025 Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025 ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness ICCV 2025 EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting AAAI 2025 Explainable Saliency: Articulating Reasoning with Contextual Prioritization CVPR 2025 Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training AAAI 2025 Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR Interspeech 2025 Exploring Temporal Event Cues for Dense Video Captioning in Cyclic Co-Learning AAAI 2025 Exploring the Relationship Between Samples and Masks for Robust Defect Localization AAAI 2025 Extract Free Dense Misalignment from CLIP AAAI 2025 Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025