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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Bidirectional Contrastive Split Learning for Visual Question Answering AAAI 2024
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System AAAI 2024
Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension AAAI 2024
DeWinder: Single-Channel Wind Noise Reduction using Ultrasound Sensing INTERSPEECH 2024
DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024
Video Event Extraction with Multi-View Interaction Knowledge Distillation AAAI 2024
Automated Defect Report Generation for Enhanced Industrial Quality Control AAAI 2024
Learning Representations for Robust Human-Robot Interaction AAAI 2024
Towards Holistic, Pragmatic and Multimodal Conversational Systems AAAI 2024
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024
SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences ACL 2024
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ACL 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024
Multi-modal Stance Detection: New Datasets and Model ACL 2024
MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing ACL 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024
TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation ACL 2024
Visual Hallucinations of Multi-modal Large Language Models ACL 2024
An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ACL 2024
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024
Joint Inference of Retrieval and Generation for Passage Re-ranking EACL 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production ACL 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
Calibrated Self-Rewarding Vision Language Models NIPS 2024