Self-Supervised Learning

LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning MLHC 2025 Lemmatizing Dialectal Arabic with Sequence-to-Sequence Models EMNLP 2025 Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning AAAI 2025 Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment NAACL 2025 Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels IJCAI 2025 Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025 Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning ICLR 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them AAAI 2025 Linear Separation Capacity of Self-Supervised Representation Learning JMLR 2025 Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025 LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder EMNLP 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition CVPR 2025 LLaFEA: Frame-Event Complementary Fusion for Fine-Grained Spatiotemporal Understanding in LMMs ICCV 2025 LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025 LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement ACL 2025 LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning ICCV 2025 LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback ACL 2025 LLM-Guided Co-Training for Text Classification EMNLP 2025 LLM-Powered User Simulator for Recommender System AAAI 2025 Locality Alignment Improves Vision-Language Models ICLR 2025 Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025 LOCATE 3D: Real-World Object Localization via Self-Supervised Learning in 3D ICML 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025