Information Fusion Lab at UMass

NuX

Normalizing Flows using JAX

Salient-Pedestrian-Detection

alzheimers-cnn-study

Website, links, and resources to accompany https://arxiv.org/abs/1904.07950.

ClinicalNotes_TimeSeries

The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"

MultiWave

The code for "MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction"

Multimodal_Influenza_Detection

PiCANet-Implementation

Pytorch Implementation of PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection

flare

NoisyInjectiveFlows

Code for Noisy Injective Flows Paper

causal_transfer_learning

CUSSP_UKB_MR

mri-features

Public mirror for MRI image encoder (part of Project 4Thought)

MultiRes

Deep learning models for doing predictions based on multi resolution, irregular and partially missing time-series data sets

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

brain-segmentation

Kaggle-Pawpularity

MultiFIT

multiview-left-ventricle-volume-estimation

Multiview left ventricle volume estimation network using orthogonal axes heart MRI scans

personalized-stress-prediction

Dynamic clustering via branched deep learning enhances personalization of stress prediction from mobile sensor data

slurm_distributed_sample

unite

Zero_Shot_MicroClimate_Prediction

Zero-Shot MicroClimate Prediction