Self-Supervised Learning

DASH: 4D Hash Encoding with Self-Supervised Decomposition for Real-Time Dynamic Scene Rendering ICCV 2025 DASS: A Dual-Branch Attention-based Framework for Trajectory Similarity Learning with Spatial and Semantic Fusion IJCAI 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data Descriptions from Large Language Models with Influence Estimation EMNLP 2025 Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks ICLR 2025 Dataset Distillation via Vision-Language Category Prototype ICCV 2025 Dataset Ownership Verification in Contrastive Pre-trained Models ICLR 2025 DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery ICLR 2025 Debiased Active Learning with Variational Gradient Rectifier AAAI 2025 Debiased Teacher for Day-to-Night Domain Adaptive Object Detection ICCV 2025 Debiasify: Self-Distillation for Unsupervised Bias Mitigation WACV 2025 DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection ICCV 2025 Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 Deconstructing Denoising Diffusion Models for Self-Supervised Learning ICLR 2025 Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking AAAI 2025 Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders CVPR 2025 Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases AAAI 2025 DeepLayout: Learning Neural Representations of Circuit Placement Layout ICML 2025 Deep Learning for Multivariate Time Series Imputation: A Survey IJCAI 2025 DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025 Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling AAAI 2025 DeepSN: A Sheaf Neural Framework for Influence Maximization AAAI 2025