Benchmarking SLAM robustness under perturbations.

Synthesize, analyze, and visualize biological oceanography data

Build machine learning image classifiers and summarize large image datasets from the Imaging FlowCytobot (IFCB)

Website of the ready4 suite of tools for data synthesis and modelling in mental health

[CVPR 2023] Label-Free Liver Tumor Segmentation

Synthesis data in YOLO format given background and object images

data synthesis for simulation of pen-based interaction

Boosting Document Intelligence

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

The Coastal Carbon Network Data Library: An open-source database featuring carbon data from tidal wetlands around the world

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

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.

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

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

Comprehensive reproduction of the paper "BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Mass Vaccination Setting" by Noa Dagan, MD, et al., assisted by Professor Yair Goldberg. This statistical project explores vaccination's multifaceted impact on infection rates, employing synthetic data, advanced matching, and sophisticated statistical analysis.

For this project, I aimed to perform sentiment analysis on IMDB movie reviews. My dataset consisted of over 36,000 reviews, each accompanied by movie ratings ranging from 0 to 10. The primary objective was to construct a machine learning model capable of categorizing reviews into three sentiment classes: negative, neutral, and positive.

echoseq R package - Synthetic-data generator: replication and simulation of molecular and clinical data

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

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

Counting Bees