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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

NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving Scenario AAAI 2024
AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models EMNLP 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024
Bi-directional Adapter for Multimodal Tracking AAAI 2024
Improving Audio-Visual Segmentation with Bidirectional Generation AAAI 2024
Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024
A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis AAAI 2024
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024
Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024
AE-NeRF: Audio Enhanced Neural Radiance Field for Few Shot Talking Head Synthesis AAAI 2024
ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024
msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression AAAI 2024
Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer AAAI 2024
Mono3DVG: 3D Visual Grounding in Monocular Images AAAI 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
Vulnerabilities of Large Language Models to Adversarial Attacks ACL 2024
Towards Artwork Explanation in Large-scale Vision Language Models ACL 2024
Naming, Describing, and Quantifying Visual Objects in Humans and LLMs ACL 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024
REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024
Uncertainty-Guided Modal Rebalance for Hateful Memes Detection ACL 2024
AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding EMNLP 2024
PixT3: Pixel-based Table-To-Text Generation ACL 2024