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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

Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 2024
Text360Nav: 360-Degree Image Captioning Dataset for Urban Pedestrians Navigation COLING 2024
Can I Trust Your Answer? Visually Grounded Video Question Answering CVPR 2024
Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges CVPR 2024
Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph COLING 2024
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024
MMAD:Multi-modal Movie Audio Description COLING 2024
On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 2024
The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery CVPR 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric CVPR 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
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024
Ukrainian Visual Word Sense Disambiguation Benchmark COLING 2024
TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation COLING 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024
LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024
Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations NAACL 2024
CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training CVPR 2024
OmniViD: A Generative Framework for Universal Video Understanding CVPR 2024