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Monash University
- Melbourne
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04:34
(UTC -12:00) - https://siyuanyan1.github.io/
- https://scholar.google.com/citations?user=LGcOLREAAAAJ&hl=en
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[ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis
[MICCAI 2024] AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling
Towards Large Multimodal Models as Visual Foundation Agents
[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted fo…
[CVPR2024] ModaVerse: Efficiently Transforming Modalities with LLMs
This is the official repository of our paper "MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine“
[ECCV 2024🔥] Official implementation of the paper "ST-LLM: Large Language Models Are Effective Temporal Learners"
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
Integrated Image-based Deep Learning and Language Models for Primary Diabetes Care
This is a sample solution using the MONET model.
Pre-trained Multimodal Large Language Model Enhances Dermatological Diagnosis using SkinGPT-4
✨✨Latest Advances on Multimodal Large Language Models
Implementing Siamese networks with a contrastive loss for similarity learning
Siamese Network implementation using Pytorch
This repository contains the python code for a Siamese neural network to detect changes in aerial images using Tensorflow.
A generalist foundation model for healthcare capable of handling diverse medical data modalities.
VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)
Python library for evaluating and enhancing model robustness in medical image analysis.
HEST: Bringing Spatial Transcriptomics and Histopathology together
Cambrian-1 is a family of multimodal LLMs with a vision-centric design.
skin tone analysis for representation in medical educational materials using machine learning