Yutong-Dai

FedNH

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

blended-latent-diffusion

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

commented_codebase

CSE498HW

FaRSA

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.

Support_Identification

A collection of algorithms for support identification.

EPOSearch

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

GPT4RoI

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

HIVE

Images_Pair_Generation

InexactPG

adaptive inexact proximal gradient method

Inpaint-Anything

Inpaint anything using Segment Anything and inpainting models.

LAVT-RIS

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)

ReLA

[CVPR2023 Highlight] GRES: Generalized Referring Expression Segmentation

ReproducePaper

reproduce papers

rock-paper-scissors

sam

SAM: Sharpness-Aware Minimization (PyTorch)

SyntheticData

Is synthetic data from generative models ready for image recognition?

tools

Utility tools.

Yutong-Dai