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

OLIVES_Dataset

active-learning-interpretation

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

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

Codes for an abstract presented in SEG2017

attention-fault-interpretation

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

Introspective-Learning

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

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

TrajPRed

[T-ITS 2024] TrajPRed: Trajectory Prediction with Region-based Relation Learning

SupCon_OCT_Clinical

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.

GradTrust

[MIPR 2024 Invited] Code for the paper: Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks

Image-2022-Volumetric-Contrastive

Code used in paper: Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation

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.

NeurIPS2024_SegFaults

NeurIPS 2024 Competition

Patient-Aware-Active-Learning

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

SAM-FunML-sp24

SAM-based prompting tool for student project

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

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

Stochastic-Surprisal

TULIP

This is the code for the ICML 2024 publication.