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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

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
Learning from Multiple Annotator Biased Labels in Multimodal Conversation INTERSPEECH 2024
Towards Robust Multimodal Sentiment Analysis with Incomplete Data NIPS 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
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection NIPS 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
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
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
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
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
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NIPS 2024