MLV Lab (Machine Learning and Vision Lab at Korea University) (@mlvlab)
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Top repositories

1

SPoTr

Official pytorch implementation of "Self-positioning Point-based Transformer for Point Cloud Understanding" (CVPR 2023).
Python
65
star
2

SELAR

Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.
Python
51
star
3

Flipped-VQA

Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)
Python
47
star
4

RPO

Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023
Python
47
star
5

TokenMixup

Official pytorch implementation of NeurIPS 2022 paper, TokenMixup
Python
44
star
6

PointWOLF

Official Implementation (PyTorch) of "Point Cloud Augmentation with Weighted Local Transformations", ICCV 2021
Python
34
star
7

DAPT

Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)
Python
32
star
8

COSE474

COSE474: Deep Learning @ Korea University
Jupyter Notebook
32
star
9

MELTR

MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models (CVPR 2023)
Python
26
star
10

SageMix

Official Implementation (PyTorch) of "SageMix: Saliency-Guided Mixup for Point Clouds", NeurIPS 2022
Python
23
star
11

UP-NeRF

Official Implementation (PyTorch) of "UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance Fields", NeurIPS 2023
Python
20
star
12

AGC2022_Task3_OCR

Python
18
star
13

AGC2022_Task1_Detection

Python
18
star
14

vid-TLDR

Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".
Python
18
star
15

AGC2022_Task2_PeopleCounting

Python
17
star
16

drone_ai_challenge

2021 Drone AI challenge
Python
16
star
17

DeformableGCN

Deformable Graph Convolutional Networks (Author's PyTorch implementation for the AAAI 2022 paper)
Python
16
star
18

QAT

Official pytorch implementation of 'Relation-aware Language-Graph Transformer for Question Answering' (AAAI 2023)
Python
14
star
19

OVQA

Open-Vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models (ICCV 2023)
Python
13
star
20

Drone_task4

Python
12
star
21

DFC609-2022S

Basic Artificial Intelligence Theory
Jupyter Notebook
11
star
22

Drone_Task1

Python
11
star
23

MCTF

Official implementation of CVPR 2024 paper "Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers".
Python
11
star
24

Rony2_task3

Python
10
star
25

vision-tutorial

Course materials used in computer vision tutorial 2019. Jupyter Notebook are executable on Google Colab.
Jupyter Notebook
10
star
26

MonotoneFlows

Official PyTorch implementation of NeurIPS 2022 paper "Invertible Monotone Operators for Normalizing Flows"
Python
9
star
27

NuTrea

Official implementation of NeurIPS 2023 paper, "NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA".
Python
9
star
28

PDC

Python
9
star
29

CPC_HOI

Official PyTorch Implementation for CVPR2022 paper "Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection"
8
star
30

CoBO

Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)
Python
7
star
31

KCCV2022-tutorial

KCCV 2022 tutorial
Jupyter Notebook
4
star
32

data303

DATA303-Advanced Machine Learning: generative AI @ Korea University
Jupyter Notebook
3
star
33

HOI_Attribute_Det

Python
2
star
34

material_anomaly_detection

Python
1
star
35

ProMetaR

Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".
1
star