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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Acquired TASTE: Multimodal Stance Detection with Textual and Structural Embeddings COLING 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text NAACL 2025
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem? ACL 2025
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models EMNLP 2025
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025
Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ACL 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation ICCV 2025
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition EMNLP 2025
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry IJCAI 2025
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025
CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning ACL 2025
Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images SEMEVAL 2025
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation ACL 2025
Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025
TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers IJCAI 2025
Context-Aware Academic Emotion Dataset and Benchmark ICCV 2025
Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025
IMAGDressing-v1: Customizable Virtual Dressing AAAI 2025
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization EMNLP 2025