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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

MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts NIPS 2024
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NIPS 2024
UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NIPS 2024
RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024
Testing the Depth of ChatGPT’s Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5’s Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking EACL 2024
DiaLoc: An Iterative Approach to Embodied Dialog Localization CVPR 2024
MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models CVPR 2024
Making Visual Sense of Oracle Bones for You and Me CVPR 2024
On Scaling Up a Multilingual Vision and Language Model CVPR 2024
The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024
Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles SEMEVAL 2024
Abstractive Multi-Video Captioning: Benchmark Dataset Construction and Extensive Evaluation COLING 2024
MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024
Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach COLING 2024
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024
Text360Nav: 360-Degree Image Captioning Dataset for Urban Pedestrians Navigation COLING 2024
The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective CVPR 2024
Large Language Models can Share Images, Too! ACL 2024
Step Differences in Instructional Video CVPR 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024
Towards Better Vision-Inspired Vision-Language Models CVPR 2024
Text-Driven Image Editing via Learnable Regions CVPR 2024
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training CVPR 2024