[WACV 2025 Oral] Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding

PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023

Implemented GPT from scratch

WeldFusionNet , a weld defect classification project using sensor, audio, and video data, with feature pipelines, interactive analytics, and inference for manufacturing quality control (F1: 0.9567).

Newton–Puiseux for CVNNs: complete toolkit for uncertainty mining, confidence calibration and local symbolic-numeric analysis on ECG (MIT-BIH) and wireless IQ data (RadioML 2016.10A).

post-hoc calibration on GPU

Code for enhancing Conformal Prediction using Temperature Scaling. Explore more of our work at:

Official code for the TMLR 2025 paper: "On Joint Regularization and Calibration in Deep Ensembles"

A library for calibrating and visualizing the Softmax function for probabilistic interpretation.

Experiments with Temperature Scaling. Based on the original paper.

A speaker identification pipeline built with TensorFlow and trained on the LibriSpeech corpus. The model classifies 10-second audio clips as belonging to one of 317 speakers using MFCC features and a transformer-inspired architecture.