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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

Detecting and Preventing Hallucinations in Large Vision Language Models AAAI 2024
Quartet@LT-EDI 2024: A SVM-ResNet50 Approach For Multitask Meme Classification - Unraveling Misogynistic and Trolls in Online Memes EACL 2024
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024
Multiple-Question Multiple-Answer Text-VQA NAACL 2024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning NAACL 2024
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes NAACL 2024
Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection NAACL 2024
GLaMM: Pixel Grounding Large Multimodal Model CVPR 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NIPS 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
Generative Multimodal Models are In-Context Learners CVPR 2024
Composite Backdoor Attacks Against Large Language Models NAACL 2024
Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought NAACL 2024
OSCaR: Object State Captioning and State Change Representation NAACL 2024
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024
Enhancing Temporal Modeling of Video LLMs via Time Gating EMNLP 2024
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models NAACL 2024
LTRC-IIITH at MEDIQA-M3G 2024: Medical Visual Question Answering with Vision-Language Models NAACL 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
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts NIPS 2024
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing ACL 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NIPS 2024