Self-Supervised Learning

CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment EMNLP 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis AAAI 2025 Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis ICCV 2025 Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025 Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025 CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 Centrality-guided Pre-training for Graph ICLR 2025 CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness ICLR 2025 Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models AAAI 2025 Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions EMNLP 2025 Chain of Methodologies: Scaling Test Time Computation without Training ACL 2025 Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025 Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision EMNLP 2025 Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025 Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025 ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025 CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025 Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning SemEval 2025 Chinese Inertial GAN for Handwriting Signal Generation and Recognition ACL 2025 ChuenSumi at SemEval-2025 Task 1: Sentence Transformer Models and Processing Idiomacity SemEval 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 CINEMETRIC: A Framework for Multi-Perspective Evaluation of Conversational Agents using Human-AI Collaboration EMNLP 2025 CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design ICLR 2025