Self-Supervised Learning

Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025 Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning ICLR 2025 Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025 Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025 Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025 Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025 Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows AAAI 2025 Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025 Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025 ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025 Prosodically Enhanced Foreign Accent Simulation by Discrete Token-based Resynthesis Only with Native Speech Corpora Interspeech 2025 Prosodic Structure Beyond Lexical Content: A Study of Self-Supervised Learning Interspeech 2025 ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation AAAI 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 Pushing the Frontiers of Self-Distillation Prototypes Network with Dimension Regularization and Score Normalization Interspeech 2025 Quaffure: Real-Time Quasi-Static Neural Hair Simulation CVPR 2025 QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025 Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025 R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection CVPR 2025 RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025 Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability ACL 2025