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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

SEA-VQA: Southeast Asian Cultural Context Dataset For Visual Question Answering ACL 2024
MemeMind at ArAIEval Shared Task: Generative Augmentation and Feature Fusion for Multimodal Propaganda Detection in Arabic Memes through Advanced Language and Vision Models ACL 2024
AlexUNLP-MZ at ArAIEval Shared Task: Contrastive Learning, LLM Features Extraction and Multi-Objective Optimization for Arabic Multi-Modal Meme Propaganda Detection ACL 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024
Image Captioning with Multi-Context Synthetic Data AAAI 2024
A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
Weakly Supervised Multimodal Affordance Grounding for Egocentric Images AAAI 2024
THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024
Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task ACL 2024
Ancient Chinese Glyph Identification Powered by Radical Semantics ACL 2024
Relational Distant Supervision for Image Captioning without Image-Text Pairs AAAI 2024
HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024
Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024
Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation ACL 2024
TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024
PolCLIP: A Unified Image-Text Word Sense Disambiguation Model via Generating Multimodal Complementary Representations ACL 2024
From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024
Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling ACL 2024
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing ACL 2024
Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions ACL 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024
VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024
Making Visual Sense of Oracle Bones for You and Me CVPR 2024