List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

[CVPR 2023] Label-Free Liver Tumor Segmentation

official code for Customizable Embodied Multi-modal Perturbations for SLAM Robustness Benchmarking

Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs

Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data

Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"

Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning

A data framework for music information retrieval focusing on electronic music.

Boosting Document Intelligence

Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Framework"

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.

Apache NiFi Data Synthesizer

A data synthesizer for creating datasets of feet from a first-person perspective.

[Preprint] Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis

Coursera - RNN Programming Assignment: In this project, we will construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wake word detection).

Blender Python Package for extracting internal data from blender scenes for 3d related data generation purposes.

data synthesis for simulation of pen-based interaction