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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

GLaMM: Pixel Grounding Large Multimodal Model CVPR 2024
MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces COLING 2024
Multimodal and Multilingual Laughter Detection in Stand-Up Comedy Videos COLING 2024
Multimodal Cross-lingual Phrase Retrieval COLING 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NIPS 2024
HOTVCOM: Generating Buzzworthy Comments for Videos ACL 2024
Dynamic Knowledge Prompt for Chest X-ray Report Generation COLING 2024
Binding Touch to Everything: Learning Unified Multimodal Tactile Representations CVPR 2024
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024
Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM COLING 2024
AIMA at SemEval-2024 Task 3: Simple Yet Powerful Emotion Cause Pair Analysis NAACL 2024
VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024
A Mapping on Current Classifying Categories of Emotions Used in Multimodal Models for Emotion Recognition EACL 2024
Continual Multimodal Knowledge Graph Construction IJCAI 2024
Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024
MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models CVPR 2024
DiaLoc: An Iterative Approach to Embodied Dialog Localization CVPR 2024
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NIPS 2024
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks NIPS 2024
Easy Regional Contrastive Learning of Expressive Fashion Representations NIPS 2024