OLIVES @GATech

TA3N

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network

The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.

CURE-TSR

CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition

Multiresolution-Analysis-and-Learning-for-Computational-Seismic-Interpretation

active-learning-interpretation

Contains codes for our work on active learning on seismic interpretation.

OLIVES_Dataset

CURE-OR

CURE-OR: Challenging Unreal and Real Environments for Object Recognition

Multiscale-fusion-for-seismic-geometric-attribute-enhancement

Codes for an abstract presented in SEG2017

Introspective-Learning

This repository consists the code for the paper titled Introspective Learning : A Two-Stage Approach for Inference in Neural Networks

attention-fault-interpretation

Repo contains codes for our paper on modeling visual attention for seismic fault interpretation.

Clinical-Trial-Active-Learning

Explanatory-Paradigms

Code used in the paper `Explanatory Paradigms in Neural Networks', published in the Signal Processing Magazine

Ramifications-HLU

[NeurIPSW 2022] On the Ramifications of Human Label Uncertainty

mini-CURE-OR

The repository contains the description and the link to a subset of the large-scale CURE-OR dataset.

ML_codes_repo

Contains exercises for ML topics in the short ML course.

SupCon_OCT_Clinical

UNIQUE-Project-Repository

This repository contains the training, testing, and demo codes for the paper - UNIQUE : Unsupervised Image Quality Estimation

VIPCUP2023_OLIVES

This repository provides starter code and recommendations for starting the VIP CUP 2023 competition.

cross_predict

6DMG

6DMG: A 6D Motion Gesture Dataset

Contrastive-Explanations

Code for generating Contrastive Explanations in Neural Networks published at ICIP 2020.

dippykit

A Python Package for Educational Image Processing

FOCAL_Dataset

gauss

Code repository for the paper

Geophysics-2021-Joint-learning-for-spatial-context-based-inversion

Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Generalizability and Robustness" accepted to Geophysics.

Image21-Comparative-transfer-learning-seismic-inversion-causality

Repo contains codes for our abstract titled "A comparative study of transfer learning methodologies and causality for seismic inversion with temporal convolutional networks" accepted for presentation at the Image 2021 meeting in Denver, Colorado.

Patient-Aware-Active-Learning

A modular plug-in method that integrates patient awareness into an active learning paradigm

SEG-2020-Joint-learning-with-spatial-context-for-inversion

Contains Codes for accepted SEG abstract demonstrating joint learning for seismic inversion with spatial context

SEG-2020-Spatiotemporal-modeling-for-seismic-inversion

Contains codes for our abstract accepted for presentation to SEG 2020 Annual Meeting.

Stochastic-Surprisal