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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

GLaMM: Pixel Grounding Large Multimodal Model CVPR 2024
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NIPS 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NIPS 2024
Binding Touch to Everything: Learning Unified Multimodal Tactile Representations CVPR 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models NIPS 2024
BERTastic at SemEval-2024 Task 4: State-of-the-Art Multilingual Propaganda Detection in Memes via Zero-Shot Learning with Vision-Language Models NAACL 2024
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024
Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation NIPS 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NIPS 2024
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark NIPS 2024
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NIPS 2024
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NIPS 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
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt COLING 2024
IUSTNLPLAB at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts NIPS 2024
Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
MM-IGLU: Multi-Modal Interactive Grounded Language Understanding COLING 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NIPS 2024