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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

WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NIPS 2024
Slot-VLM: Object-Event Slots for Video-Language Modeling NIPS 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NIPS 2024
How Control Information Influences Multilingual Text Image Generation and Editing? NIPS 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models NIPS 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation NIPS 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NIPS 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark NIPS 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NIPS 2024
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NIPS 2024
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NIPS 2024
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping NIPS 2024
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays NIPS 2024
Matryoshka Query Transformer for Large Vision-Language Models NIPS 2024
Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL NIPS 2024
Enhancing Multimodal Knowledge Graph Representation Learning through Triple Contrastive Learning IJCAI 2024
Voila-A: Aligning Vision-Language Models with User's Gaze Attention NIPS 2024
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment NIPS 2024
ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024
Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer AAAI 2024
nowhash at SemEval-2024 Task 4: Exploiting Fusion of Transformers for Detecting Persuasion Techniques in Multilingual Memes NAACL 2024
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation NIPS 2024