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Tian's Projects

autolda icon autolda

Automatic Hyperparameter Optimization for Topic Modeling with Latent Dirichlet Allocation

autoscraper icon autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

clap icon clap

[CVPR 2024] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP).

dali icon dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

decap icon decap

ICLR 2023 DeCap: Decoding CLIP Latents for Zero-shot Captioning

dope icon dope

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

draggan icon draggan

Official Code for DragGAN (SIGGRAPH 2023)

flsim_dqn icon flsim_dqn

Implemented D-DQN Reinforcement Learning for device selection in Federated Learning

flyp icon flyp

Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models

frontendgithub icon frontendgithub

:octocat:GitHub最全的前端资源汇总仓库(包括前端学习、开发资源、数据结构与算法、开发工具、求职面试等)

instantid icon instantid

InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥

leetcode-solutions icon leetcode-solutions

:octocat: (Weekly Update) Python / C++11 Solutions of All 1368 LeetCode Problems

llama icon llama

Inference code for LLaMA models

lol icon lol

Laugh or Lour, humor and offense detection in text using Col-BERT model

paper-presentations icon paper-presentations

Presentations I made covering Machine Learning, Edge Computing, Irrigation Optimization etc.

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