Machine Learning

H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection CVPR 2025 Habib University at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Habib University at SemEval-2025 Task 9: Using Ensemble Models for Food Hazard Detection SemEval 2025 Habitizing Diffusion Planning for Efficient and Effective Decision Making ICML 2025 HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025 HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning AAAI 2025 HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks AISTATS 2025 HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025 HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025 HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis ICLR 2025 Hallucinated Span Detection with Multi-View Attention Features EMNLP 2025 Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025 Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025 Hallucination Detection in Structured Query Generation via LLM Self-Debating EMNLP 2025 Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training ACL 2025 Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025 Hallucinatory Image Tokens: A Training-free EAZY Approach to Detecting and Mitigating Object Hallucinations in LVLMs ICCV 2025 HalluCounter: Reference-free LLM Hallucination Detection in the Wild! IJCNLP 2025 HalluLens: LLM Hallucination Benchmark ACL 2025 HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training ICML 2025 HAMoBE: Hierarchical and Adaptive Mixture of Biometric Experts for Video-based Person ReID ICCV 2025 Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin ICML 2025 Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation NAACL 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training COLING 2025