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Hi there, I am Jiaxin πŸ‘‹!

πŸ”­ I am a Staff Research Scientist at Intuit AI Research where my focus is Generative AI (large language models (LLMs), and diffusion models), and AI Robustness & Safety (uncertainty, reliability, and trustworthiness) with extensive applications to complex real-world tasks. Previously, I was a Research Staff in the Computer Science and Mathematics Division at Oak Ridge National Laboratory where my research aims at accelerating AI for Science on supercomputers, such as Summit and Frontier. I received my Ph.D. from the Johns Hopkins University with an emphasis on uncertainty quantification (UQ).

πŸ“« You may find more information through my personal website and feel free to contact me via email at [email protected].

πŸ˜„ Some recent publications in LLMs (full publication list in Google Scholar)

Jiaxin's GitHub stats

Jiaxin Zhang's Projects

scaling-laws-openclip icon scaling-laws-openclip

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

schnetpack icon schnetpack

SchNetPack - Deep Neural Networks for Atomistic Systems

score_flow icon score_flow

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

score_sde icon score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations

sdedit icon sdedit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

self-instruct icon self-instruct

Aligning pretrained language models with instruction data generated by themselves.

selfcheckgpt icon selfcheckgpt

SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

semantic-kernel icon semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

setfit icon setfit

Efficient few-shot learning with Sentence Transformers

simcse icon simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

simpletransformers icon simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

simplex-gp icon simplex-gp

Lattice kernels for scalable Gaussian processes in GPyTorch (Simplex-GPs)

sindiffusion icon sindiffusion

Official Implementation of SinDiffusion: Learning a Diffusion Model from a Single Natural Image

sinf icon sinf

Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)

siren icon siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

sktime icon sktime

A unified framework for machine learning with time series

small-text icon small-text

Active Learning for Text Classification in Python

smarts icon smarts

Scalable Multi-Agent RL Training School for Autonomous Driving

smile-mi-estimator icon smile-mi-estimator

PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"

sngp-bert-pytorch icon sngp-bert-pytorch

This is reimplementation of "Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness" in Pytorch.

snvi_repo icon snvi_repo

Reproduce results from the SVNI paper, GlΓΆckler et al. 2022, ICLR

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