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Xiaobing Han's Projects

spacy-llm icon spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

sparsebev icon sparsebev

[ICCV 2023] SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos

sparsefusion icon sparsefusion

[ICCV 2023] SparseFusion: Fusing Multi-Modal Sparse Representations for Multi-Sensor 3D Object Detection

sparseinst icon sparseinst

SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation, CVPR 2022

spatialdetr icon spatialdetr

Official implementation of SpatialDETR. The paper will be presented at ECCV 2022

spconv icon spconv

Spatial Sparse Convolution Library

spectral icon spectral

Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor).

spfft icon spfft

Sparse 3D FFT library with MPI, OpenMP, CUDA and ROCm support

spfn icon spfn

Source code for "Supervised Fitting of Geometric Primitives to 3D Point Clouds [CVPR2019]".

sphereformer icon sphereformer

The official implementation for "Spherical Transformer for LiDAR-based 3D Recognition" (CVPR 2023).

spidercnn icon spidercnn

SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters

spinnet icon spinnet

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

spvnas icon spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

sqa3d icon sqa3d

[ICLR 2023] SQA3D for embodied scene understanding and reasoning

squeezeamp icon squeezeamp

all-in-one audio board, works specially well with LogitechMediaServer

squeezenet icon squeezenet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

squeezesegv2 icon squeezesegv2

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

sr-unet icon sr-unet

Customized implementation of the U-Net in PyTorch for super-resolving hyper-low-field MRI images.

srcn3d icon srcn3d

Official implementation of SRCN3D: Sparse R-CNN 3D Surround-View Cameras 3D Object Detection and Tracking for Autonomous Driving

sre2l icon sre2l

(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.

ss-mae icon ss-mae

SS-MAE: Spatial-Spectral Masked Auto-Encoder for Mulit-Source Remote Sensing Image Classification (IEEE TGRS 2023)

ssdnerf icon ssdnerf

[ICCV 2023] Single-Stage Diffusion NeRF

ssformer icon ssformer

A lightweight model for semantic segmentation

ssl-fl icon ssl-fl

Self-supervised federated learning for medical imaging

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

sslrec icon sslrec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

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