Hust Visual Learning Team (@hustvl)
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Top repositories

1

Vim

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Python
2,734
star
2

4DGaussians

[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
Jupyter Notebook
2,115
star
3

YOLOP

You Only Look Once for Panopitic Driving Perception.（MIR2022）
Python
1,906
star
4

MapTR

[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
Python
1,034
star
5

YOLOS

[NeurIPS 2021] You Only Look at One Sequence
Jupyter Notebook
826
star
6

GaussianDreamer

GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models (CVPR 2024)
Python
632
star
7

VAD

[ICCV 2023] VAD: Vectorized Scene Representation for Efficient Autonomous Driving
Python
628
star
8

SparseInst

[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation
Python
558
star
9

Matte-Anything

[Image and Vision Computing (Vol.147 Jul. '24)] Interactive Natural Image Matting with Segment Anything Models
Python
473
star
10

QueryInst

[ICCV 2021] Instances as Queries
Python
402
star
11

TopFormer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022
Python
375
star
12

MIMDet

[ICCV 2023] You Only Look at One Partial Sequence
Python
336
star
13

TiNeuVox

TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels (SIGGRAPH Asia 2022)
Python
322
star
14

ViTMatte

[Information Fusion] Boosting Image Matting with Pretrained Plain Vision Transformers
Python
245
star
15

TeViT

Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral
Python
237
star
16

GKT

Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer
Python
218
star
17

BMaskR-CNN

[ECCV 2020] Boundary-preserving Mask R-CNN
Python
184
star
18

HAIS

Hierarchical Aggregation for 3D Instance Segmentation (ICCV 2021)
Python
163
star
19

Symphonies

[CVPR 2024] Symphonies (Scene-from-Insts): Symphonize 3D Semantic Scene Completion with Contextual Instance Queries
Python
160
star
20

VMA

A general map auto annotation framework based on MapTR, with high flexibility in terms of spatial scale and element type
Python
157
star
21

WeakTr

WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation
Python
122
star
22

LaneGAP

[ECCV 2024] Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction
114
star
23

SparseTrack

Official PyTorch implementation of SparseTrack (the new version of code will come soon)
Python
108
star
24

CrossVIS

[ICCV 2021] Crossover Learning for Fast Online Video Instance Segmentation
Python
85
star
25

MSG-Transformer

MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens (CVPR 2022)
Python
80
star
26

PolarDETR

73
star
27

BoxTeacher

[CVPR 2023] Exploring High-Quality Pseudo Masks for Weakly Supervised Instance Segmentation
Python
72
star
28

TinyDet

Python
68
star
29

osp

[ECCV 2024] Occupancy as Set of Points
Python
63
star
30

GNeuVox

GNeuVox: Generalizable Neural Voxels for Fast Human Radiance Fields
Python
60
star
31

AziNorm

AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception, CVPR 2022.
Python
53
star
32

Featurized-QueryRCNN

Featurized Query R-CNN
Python
46
star
33

RILS

[CVPR 2023] RILS: Masked Visual Reconstruction in Language Semantic Space (https://arxiv.org/abs/2301.06958)
Python
43
star
34

PD-Quant

[CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
Python
39
star
35

MIM4D

MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning
36
star
36

NeuSample

Code of "NeuSample: Neural Sample Field for Efficient View Synthesis"
Python
36
star
37

SAUNet

A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction
Python
29
star
38

Query6DoF

Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose Estimation
Python
25
star
39

HDR-HexPlane

3DV 2024: Fast High Dynamic Range Radiance Fields for Dynamic Scenes
Python
25
star
40

WeakSAM

WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Python
24
star
41

ViTGaze

Python
23
star
42

CircuitFormer

[NeurIPS 2023] CircuitFormer: Circuit as Set of Points
Python
23
star
43

EfficientPose

Cuda
20
star
44

MMIL-Transformer

Python
20
star
45

LSFA

Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature Aggregation
Python
19
star
46

OpenInst

Python
14
star
47

BoxCaseg

Jupyter Notebook
14
star
48

mancs

Mancs: A multi-task attentional network with curriculum sampling for person re-identification
Python
12
star
49

RND-SCI

A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging
Python
10
star
50

DGCN

Python
9
star
51

PySA

Pyramid Self-Attention for Semantic Segmentation
8
star
52

EM-OLN

Python
7
star
53

BCF

Xinggang Wang, Bin Feng, Xiang Bai, Wenyu Liu, and Longin Jan Latecki. Bag of Contour Fragments for Robust Shape Classification. Pattern Recognition, Volume 47, Issue 6, June 2014, Pages 2116-2125.
MATLAB
6
star
54

DiG

Python
3
star
55

TOGS

The official code of "TOGS: Gaussian Splatting with Temporal Opacity Offset for Real-Time 4D DSA Rendering"
Python
2
star
56

tbcl

1
star
57

DeepTunel

Python
1
star