Vision-Augmented Retrieval and Generation (VARAG) - Vision first RAG Engine
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Sep 28, 2024 - Python
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multimodal-retrieval
Here are 11 public repositories matching this topic...
Official code release for ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity (published at ICLR 2022)
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Feb 9, 2023 - Python
This repository contains the dataset and source files to reproduce the results in the publication Müller-Budack et al. 2021: "Multimodal news analytics using measures of cross-modal entity and context consistency", In: International Journal on Multimedia Information Retrieval (IJMIR), Vol. 10, Art. no. 2, 2021.
deep-learning multimodal-retrieval cross-modal-consistency cross-modal-entity-verification image-repurposing-detection
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Jul 23, 2023 - Python
Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original code and model can be accessed at FlagEmbedding.
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Nov 16, 2024 - Python
Explores early fusion and late fusion approaches for Multimodal medical Image Retrieval
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May 4, 2020 - Python
Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.
pytorch recommender-system reproducibility multimedia-systems multimodal-deep-learning multimodal-retrieval graph-neural-networks multimedia-recommendation
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Jul 2, 2024 - Python
Multimodal retrieval in art with context embeddings.
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Jan 5, 2022 - Python
A list of research papers on knowledge-enhanced multimodal learning
knowledge-graph multi-task-learning visual-reasoning visual-dialog visual-question-answering vision-and-language multimodal-deep-learning visual-storytelling multimodal-retrieval visual-grounding visual-commonsense-reasoning vision-and-language-navigation story-visualization image-text-matching vision-language-transformer image-text-retrieval vision-and-language-pre-training conditional-image-generation knowledge-enhanced-multimodal-learning knowledge-enhanced-vision-language
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Dec 8, 2022
A generalized self-supervised training paradigm for unimodal and multimodal alignment and fusion.
pytorch multimodal-deep-learning multimodal-retrieval self-supervised-learning multimodal-fusion multimodal-alignment self-distillation
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Jul 1, 2023 - Python
Mini-batch selective sampling for knowledge adaption of VLMs for mammography.
medical-imaging miccai mammogram multimodal-learning vision-and-language multimodal-retrieval vision-language-transformer multimodal-representation-learning miccai2024 medical-vision-language-model minibatch-selective-sampling
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Oct 7, 2024 - Jupyter Notebook
Evaluating dense model-based approaches for Multimodal Medical Case retrieval.
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Nov 18, 2024 - Python
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