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
92
star
2

Flipped-VQA

Large Language Models are Temporal and Causal Reasoners for Video Question Answering (EMNLP 2023)
Python
67
star
3

SELAR

Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.
Python
52
star
4

RPO

Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023
Python
50
star
5

TokenMixup

Official pytorch implementation of NeurIPS 2022 paper, TokenMixup
Python
46
star
6

PointWOLF

Official Implementation (PyTorch) of "Point Cloud Augmentation with Weighted Local Transformations", ICCV 2021
Python
39
star
7

vid-TLDR

Official implementation of CVPR 2024 paper "vid-TLDR: Training Free Token merging for Light-weight Video Transformer".
Python
36
star
8

COSE474

COSE474: Deep Learning @ Korea University
Jupyter Notebook
35
star
9

DAPT

Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)
Python
35
star
10

MELTR

MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models (CVPR 2023)
Python
32
star
11

UP-NeRF

Official Implementation (PyTorch) of "UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance Fields", NeurIPS 2023
Python
27
star
12

MCTF

Official implementation of CVPR 2024 paper "Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers".
Python
25
star
13

DAVI

Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 Oral paper
Python
24
star
14

SageMix

Official Implementation (PyTorch) of "SageMix: Saliency-Guided Mixup for Point Clouds", NeurIPS 2022
Python
24
star
15

RALF

Official implementation of CVPR 2024 paper "Retrieval-Augmented Open-Vocabulary Object Detection".
22
star
16

DeformableGCN

Deformable Graph Convolutional Networks (Author's PyTorch implementation for the AAAI 2022 paper)
Python
21
star
17

SpeaQ

Official PyTorch implementation of "Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection" (CVPR 2024).
Python
19
star
18

ProMetaR

Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".
Python
18
star
19

DDMI

Official Implementation (Pytorch) of "DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations", ICLR 2024
Python
18
star
20

AGC2022_Task3_OCR

Python
17
star
21

AGC2022_Task1_Detection

Python
17
star
22

AGC2022_Task2_PeopleCounting

Python
17
star
23

drone_ai_challenge

2021 Drone AI challenge
Python
16
star
24

QAT

Official pytorch implementation of 'Relation-aware Language-Graph Transformer for Question Answering' (AAAI 2023)
Python
16
star
25

OVQA

Open-Vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models (ICCV 2023)
Python
15
star
26

SCDM

Official PyTorch implementation of "Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis" (ICML 2024).
Python
14
star
27

NuTrea

Official implementation of NeurIPS 2023 paper, "NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA".
Python
13
star
28

MonotoneFlows

Official PyTorch implementation of NeurIPS 2022 paper "Invertible Monotone Operators for Normalizing Flows"
Python
12
star
29

Drone_task4

Python
12
star
30

DFC609-2022S

Basic Artificial Intelligence Theory
Jupyter Notebook
11
star
31

Drone_Task1

Python
11
star
32

vision-tutorial

Course materials used in computer vision tutorial 2019. Jupyter Notebook are executable on Google Colab.
Jupyter Notebook
11
star
33

Rony2_task3

Python
10
star
34

PDC

Python
9
star
35

CoBO

Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)
Python
9
star
36

CPC_HOI

Official PyTorch Implementation for CVPR2022 paper "Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection"
8
star
37

LLaMo

Official Implementation (Pytorch) of the "LLaMo: Large Language Model-based Molecular Graph Assistant", NeurIPS 2024
5
star
38

KCCV2022-tutorial

KCCV 2022 tutorial
Jupyter Notebook
4
star
39

data303

DATA303-Advanced Machine Learning: generative AI @ Korea University
Jupyter Notebook
3
star
40

Allegator

Allegator: Alleviating Attention Bias for Visual-Informed Text Generation (NeurIPS, 2024)
3
star
41

CAF

Official Implementation (Pytorch) of "Constant Acceleration Flow", NeurIPS 2024
2
star
42

HOI_Attribute_Det

Python
2
star
43

InvBO

Official Implementation (Pytorch) of "Inversion-based Latent Bayesian Optimization", NeurIPS 2024
2
star
44

KCCV2024_ProMetaR_Tutorial

Jupyter Notebook
2
star
45

material_anomaly_detection

Python
1
star
46

DialogGSR

Official Implementation (Pytorch) of the "Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation", EMNLP 2024 (main)
1
star
47

DAVI-project

JavaScript
1
star