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08/04/2023
Towards Generalist Foundation Model for Radiology
In this study, we aim to initiate the development of Radiology Foundatio...
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07/05/2023
Multi-Modal Prototypes for Open-Set Semantic Segmentation
In semantic segmentation, adapting a visual system to novel object categ...
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05/18/2023
Annotation-free Audio-Visual Segmentation
The objective of Audio-Visual Segmentation (AVS) is to localise the soun...
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05/17/2023
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
In this paper, we focus on the problem of Medical Visual Question Answer...
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04/27/2023
PMC-LLaMA: Further Finetuning LLaMA on Medical Papers
Large Language Models (LLMs) have showcased remarkable capabilities in n...
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01/12/2023
Guiding Text-to-Image Diffusion Model Towards Grounded Generation
The goal of this paper is to augment a pre-trained text-to-image diffusi...
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01/05/2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training
In this paper, we consider the problem of enhancing self-supervised visu...
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10/07/2022
A Simple Plugin for Transforming Images to Arbitrary Scales
Existing models on super-resolution often specialized for one scale, fun...
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06/14/2022
K-Space Transformer for Fast MRI Reconstruction with Implicit Representation
This paper considers the problem of fast MRI reconstruction. We propose ...
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12/08/2021
Prompting Visual-Language Models for Efficient Video Understanding
Visual-language pre-training has shown great success for learning joint ...
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11/03/2020
Learning on Attribute-Missing Graphs
Graphs with complete node attributes have been widely explored recently....
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10/13/2020
Universal Model for 3D Medical Image Analysis
Deep Learning-based methods recently have achieved remarkable progress i...
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09/19/2019
