Yanbin Liu's starred repositories

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

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cs231n.github.io

Public facing notes page

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LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

open_clip

An open source implementation of CLIP.

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ImageBind

ImageBind One Embedding Space to Bind Them All

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Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

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POT

POT : Python Optimal Transport

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Awesome-Pruning

A curated list of neural network pruning resources.

3dv_tutorial

An Invitation to 3D Vision: A Tutorial for Everyone

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snntorch

Deep and online learning with spiking neural networks in Python

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Monocular-Depth-Estimation-Toolbox

Monocular Depth Estimation Toolbox based on MMSegmentation.

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objaverse-xl

🪐 Objaverse-XL is a Universe of 10M+ 3D Objects. Contains API Scripts for Downloading and Processing!

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dl_tutorials_10weeks

Deep Learning Tutorials for 10 Weeks

LLM-Shearing

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

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OneLLM

[CVPR 2024] OneLLM: One Framework to Align All Modalities with Language

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AesBench

An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.

Q-Instruct

②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.

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rl_tutorial

Yet Another Reinforcement Learning Tutorial

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meta-omnium

Implementation of "Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn"

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FoolyourVLLMs

Code for paper: Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations

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VLGuard

Code for paper: Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.

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FusedGW-Entity-Alignment

"A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment" in ACL 2023 (Findings)