Joe Fioresi's repositories
COP4331-Group-12
Contact database project for Fall 2020 COP4331
Chest_XRay_PneumoniaClassification
CAP 5516 Assignment #1, binary classification of pneumonia cases in chest x-rays, Kaggle competition
ComputerVisionFinalProject
Final Project for CAP5415 Fall 2022. We compare different model architecture performances on the UCF101 dataset.
joefioresi718.github.io
Personal website.
LanguageBind
【ICLR 2024🔥】 Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
MalariaCellClassification
CAP 5516 Spring 2022 Final Project -- classifying a highly imbalanced set of malaria cells into the proper malaria life-cycle type
MRI_BrainTumor_Segmentation
About CAP 5516 Assignment #2, semantic segmentation of MRI scans of brain tumors using "a subset of the data used in the 2016 and 2017 Brain Tumour Image Segmentation (BraTS) challenges"
Video-ChatGPT
"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 for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.
Video-LLaVA
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection