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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

AlexUNLP-MZ at ArAIEval Shared Task: Contrastive Learning, LLM Features Extraction and Multi-Objective Optimization for Arabic Multi-Modal Meme Propaganda Detection ACL 2024
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NIPS 2024
CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 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
Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph COLING 2024
Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024
VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024
The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective CVPR 2024
The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024
Slot-VLM: Object-Event Slots for Video-Language Modeling NIPS 2024
Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024
Word-Aware Modality Stimulation for Multimodal Fusion COLING 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024
UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NIPS 2024
Ukrainian Visual Word Sense Disambiguation Benchmark COLING 2024
RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024
AutoAD III: The Prequel - Back to the Pixels CVPR 2024
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024
MMA-Diffusion: MultiModal Attack on Diffusion Models CVPR 2024
Physical Property Understanding from Language-Embedded Feature Fields CVPR 2024
LISA: Reasoning Segmentation via Large Language Model CVPR 2024
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding CVPR 2024
VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024