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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

VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024
MMA-Diffusion: MultiModal Attack on Diffusion Models CVPR 2024
OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios ACL 2024
Testing the Depth of ChatGPT’s Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5’s Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking EACL 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality ACL 2024
LEGENT: Open Platform for Embodied Agents ACL 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024
Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges CVPR 2024
The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024
Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles SEMEVAL 2024
Abstractive Multi-Video Captioning: Benchmark Dataset Construction and Extensive Evaluation COLING 2024
MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024
Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach COLING 2024
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024
Text360Nav: 360-Degree Image Captioning Dataset for Urban Pedestrians Navigation COLING 2024
NEUI at MEDIQA-M3G 2024: Medical VQA through consensus NAACL 2024
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models NAACL 2024
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024
On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 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
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024