yutong-dai Goto Github PK

all_of_optimization

A documentation contains all optimizations I learned so far.

blended-latent-diffusion

Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

codes-for-courses

commented_codebase

cse498hw

eposearch

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

farsa

fednh

Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.

gpt4roi

GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

grumpy_cylp

hive

images_pair_generation

inexactpg

adaptive inexact proximal gradient method

inpaint-anything

Inpaint anything using Segment Anything and inpainting models.

lavt-ris

lecture-notes

STAT LECTURE NOTES @ UIUC

lisa

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

llava

[NeurIPS'23 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

ml-algorithm-pytorch

Implement classical machine learning algorithm using Pytorch

nlpwithtransformer_book

Jupyter notebooks for the Natural Language Processing with Transformers book

only_train_once

[ICLR 2023] OTOv2: Automatic, Generic, User-Friendly; [NeurIPS 2021] Only Train Once: A One-Shot Neural Network Training And Pruning Framework

overleaf-template

personal-blog

peronal-blog bulit with blog-down + hugo

pfl-non-iid

Personalized federated learning simulation platform with Non-IID and unbalanced dataset

prismatic-vlms

A flexible and efficient codebase for training visually-conditioned language models (VLMs)

projects

Documents and Source Code for all my projects

rela

[CVPR2023 Highlight] GRES: Generalized Referring Expression Segmentation

reproducepaper

reproduce papers

rock-paper-scissors

s-pstorm

Source code for the work A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization accepted by AISTATS2023.