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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

DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NIPS 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NIPS 2024
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark NIPS 2024
Voila-A: Aligning Vision-Language Models with User's Gaze Attention NIPS 2024
GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting AAAI 2024
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare AAAI 2024
Video-Context Aligned Transformer for Video Question Answering AAAI 2024
SECap: Speech Emotion Captioning with Large Language Model AAAI 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation NIPS 2024
Brotherhood at WMT 2024: Leveraging LLM-Generated Contextual Conversations for Cross-Lingual Image Captioning EMNLP 2024
SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions EMNLP 2024
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR EMNLP 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes NAACL 2024
LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task NAACL 2024
Fusion from a Distributional Perspective: A Unified Symbiotic Diffusion Framework for Any Multisource Remote Sensing Data Classification IJCAI 2024
SoMeLVLM: A Large Vision Language Model for Social Media Processing ACL 2024
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ACL 2024
iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation ACL 2024
How and where does CLIP process negation? ACL 2024
Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. CVPR 2024
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model CVPR 2024
Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024
Faithful Chart Summarization with ChaTS-Pi ACL 2024
Rethinking the Multimodal Correlation of Multimodal Sequential Learning via Generalizable Attentional Results Alignment ACL 2024
Diffusion Mask-Driven Visual-language Tracking IJCAI 2024