CVMI Lab (@CVMI-Lab)
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Top repositories

1

PAConv

(CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds
Python
281
star
2

PLA

(CVPR 2023) PLA: Language-Driven Open-Vocabulary 3D Scene Understanding & (CVPR2024) RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding
Python
260
star
3

ST3D

(CVPR 2021 & T-PAMI 2022) ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection & ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection
Python
250
star
4

UHDM

(ECCV2022) This is the official PyTorch implementation of ECCV2022 paper: Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing
Python
199
star
5

SyntheticData

Is synthetic data from generative models ready for image recognition?
Python
174
star
6

SparseKD

(NeurlPS 2022) Towards Efficient 3D Object Detection with Knowledge Distillation
Python
110
star
7

IST-Net

(ICCV2023) IST-Net: Prior-free Category-level Pose Estimation with Implicit Space Transformation
Python
107
star
8

SlotCon

(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping
Python
91
star
9

SimGCD

(ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study
Python
85
star
10

VideoDemoireing

(CVPR 2022) Video Demoireing with Relation-Based Temporal Consistency
Python
75
star
11

HybridNeuralRendering

(CVPR 2023) Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur
Python
63
star
12

DARS

(ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.
Python
63
star
13

SPS-Conv

(NeurlPS 2022) Spatial Pruned Sparse Convolution for Efficient 3D Object Detection
Python
62
star
14

MarS3D

(CVPR 2023) MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds
Python
62
star
15

CoDet

(NeurIPS2023) CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection
Python
61
star
16

KDEP

(CVPR2022) Official PyTorch Implementation of KDEP. Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability
Python
61
star
17

Total-Decom

54
star
18

DODA

(ECCV 2022) DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation
Python
46
star
19

FS3D

(NeurlPS 2022) Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection
Python
39
star
20

ResKD

[NeurIPS 2022] Official implementation of the paper "Rethinking Resolution in the Context of Efficient Video Recognition".
Python
31
star
21

SC-GS

[CVPR 2024] Code for SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes
Python
24
star
22

clip-beyond-tail

Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights
Jupyter Notebook
16
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23

SyncOOD

(ECCV 2024) Can OOD Object Detectors Learn from Foundation Models?
Python
12
star
24

Hybrid-Occ-SDF

This is the officially implementation of ICCV 2023 paper " Learning A Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation"
Python
11
star