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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
Scalable Vision Language Model Training via High Quality Data Curation ACL 2025
MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps NAACL 2025
Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ACL 2025
Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor Recognition NAACL 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media IJCAI 2025
MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ACL 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation ACL 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation ICCV 2025
Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025
FRAME: Floor-aligned Representation for Avatar Motion from Egocentric Video CVPR 2025
Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs CVPR 2025
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation CVPR 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025
HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation CVPR 2025
Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025
GODDS: The Global Online Deepfake Detection System AAAI 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025
Design Choices for Extending the Context Length of Visual Language Models ACL 2025
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking IJCAI 2025