Self-Supervised Learning

Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules NAACL 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025 Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025 Long-Short Decision Transformer: Bridging Global and Local Dependencies for Generalized Decision-Making ICLR 2025 Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification SemEval 2025 LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025 LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025 LTRS: Improving Word Sense Disambiguation via Learning to Rank Senses COLING 2025 LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025 LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders ICCV 2025 M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025 MAESTRO: Masked Encoding Set Transformer with Self-Distillation ICLR 2025 MagicColor: Multi-Instance Sketch Colorization ICCV 2025 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025 MAGMA: Manifold Regularization for MAEs WACV 2025 MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval ICLR 2025 Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks ICLR 2025 Making Language Models Robust Against Negation NAACL 2025 Mamba-CAD: State Space Model for 3D Computer-Aided Design Generative Modeling AAAI 2025 MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025 MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation ACL 2025 MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining CVPR 2025