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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

Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Learning from Multiple Annotator Biased Labels in Multimodal Conversation INTERSPEECH 2024
Towards Robust Multimodal Sentiment Analysis with Incomplete Data NIPS 2024
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection NIPS 2024
CoPL: Contextual Prompt Learning for Vision-Language Understanding AAAI 2024
Bootstrapping Large Language Models for Radiology Report Generation AAAI 2024
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NIPS 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model NIPS 2024
DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance CVPR 2024
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient NIPS 2024
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NIPS 2024
A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024
CLIP in Mirror: Disentangling text from visual images through reflection NIPS 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NIPS 2024
Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024
SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos CVPR 2024
CVcoders on Semeval-2024 Task 4 NAACL 2024
Just Add ?! Pose Induced Video Transformers for Understanding Activities of Daily Living CVPR 2024
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NIPS 2024
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NIPS 2024
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment NIPS 2024
LLaNA: Large Language and NeRF Assistant NIPS 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024