Multimodal Learning

HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding ICML 2024 HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data CVPR 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models CVPR 2024 HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities WACV 2024 Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues EACL 2024 Harmonizing Visual Text Comprehension and Generation NeurIPS 2024 Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis ICML 2024 HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D CVPR 2024 Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task ACL 2024 Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning ICLR 2024 Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues AAAI 2024 Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID CVPR 2024 Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes WACV 2024 HAWK: Learning to Understand Open-World Video Anomalies NeurIPS 2024 HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation WACV 2024 HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues EMNLP 2024 HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding EMNLP 2024 HEMM: Holistic Evaluation of Multimodal Foundation Models NeurIPS 2024 HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model NeurIPS 2024 Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake NAACL 2024 Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models NeurIPS 2024 Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks ICML 2024 Hierarchical Aligned Multimodal Learning for NER on Tweet Posts AAAI 2024 Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation CVPR 2024