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Xuanlin (Simon) Li's Projects

autoregressive_inference icon autoregressive_inference

Code for "Discovering Non-monotonic Autoregressive Orderings with Variational Inference" (paper and code updated from ICLR 2021)

corl_22_frame_mining icon corl_22_frame_mining

[CoRL22] Frame Mining - a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds

efficientvit icon efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

instant-nsr-pl icon instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!

llava icon llava

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

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

ml-veclip icon ml-veclip

The official repo for the paper "VeCLIP: Improving CLIP Training via Visual-enriched Captions"

mobilesam icon mobilesam

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

mobilevlm icon mobilevlm

Strong and Open Vision Language Assistant for Mobile Devices

nanoowl icon nanoowl

A project that optimizes OWL-ViT for real-time inference with NVIDIA TensorRT.

python-pcl icon python-pcl

Python bindings to the pointcloud library (pcl)

tensor2robot icon tensor2robot

Distributed machine learning infrastructure for large-scale robotics research

tensorf icon tensorf

[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

vila icon vila

VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

xmem_fork icon xmem_fork

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

yolo-world icon yolo-world

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

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