CyberAgent AI Lab (@CyberAgentAILab)
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Top repositories

1

cmaes

Python library for CMA Evolution Strategy.
Python
353
star
2

layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]
Python
214
star
3

SuperNormal

[CVPR 2024] Official implementation of "SuperNormal: Neural Surface Reconstruction via Multi-View Normal Integration"
Python
127
star
4

RALF

[CVPR24 Oral] Official repository for RALF: Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation
Python
93
star
5

minituna

A toy hyperparameter optimization framework intended for understanding Optuna's internal design.
Python
83
star
6

derendering-text

Jupyter Notebook
77
star
7

pointcloud2gazebo

pointcloud2gazebo is a package that allows you to create a Gazebo World from a 3D point cloud.
Python
72
star
8

canvas-vae

Implementation of CanvasVAE: Learning to Generate Vector Graphic Documents, ICCV 2021
Python
59
star
9

flex-dm

Towards Flexible Multi-modal Document Models [Inoue+, CVPR2023]
Python
54
star
10

OpenCOLE

OpenCOLE: Towards Reproducible Automatic Graphic Design Generation [Inoue+, CVPRW2024 (GDUG)]
Python
41
star
11

EBPMDB

่จผๆ‹ ใซๅŸบใฅใๆ”ฟ็ญ–ใฎใŸใ‚ใฎ็ ”็ฉถๆˆๆžœใƒ‡ใƒผใ‚ฟใƒ™ใƒผใ‚น
TypeScript
29
star
12

sprite-decompose

Fast Sprite Decomposition from Animated Graphics [ECCV2024]
Python
25
star
13

nav2-keepout-zone-map-creator

nav2-keepout-zone-map-creator is a tool that allows you to create a Keepout Zone map from an Occupancy Grid Map and 3D point cloud.
Python
23
star
14

webcolor

Official implementation of Generative Colorization of Structured Mobile Web Pages, WACV 2023.
Python
21
star
15

camera

19
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16

preferentialBO

(ICML2023) Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes
Python
10
star
17

filtered-dpo

Introducing Filtered Direct Preference Optimization (fDPO) that enhances language model alignment with human preferences by discarding lower-quality samples compared to those generated by the learning model
Python
9
star
18

multipalette

Implementation of Color Recommendation for Vector Graphic Documents based on Multi-Palette Representation, WACV 2023
Jupyter Notebook
8
star
19

regularized-bon

Code of "Regularized Best-of-N Sampling to Mitigate Reward Hacking for Language Model Alignment" (2024).
Python
7
star
20

text2palette

Implementation of "Multimodal Color Recommendation for Vector Graphic Documents" ACM MM'23
Python
7
star
21

thresholded-lasso-bandit

Python
5
star
22

LCTG-Bench

LCTG Bench: LLM Controlled Text Generation Benchmark
Python
5
star
23

japanese-nli-model

This repository provides the code for Japanese NLI model, a fine-tuned masked language model.
Jupyter Notebook
4
star
24

mbr-anomaly

Code for "On the True Distribution Approximation of Minimum Bayes-Risk Decoding," NAACL 2024
Python
4
star
25

annotation-efficient-po

Code of "Annotation-Efficient Preference Optimization for Language Model Alignment"
Python
4
star
26

CM-VQVAE

Research code for the WACV2024 paper "Complementary-Contradictory Feature Regularization against Multimodal Overfitting"
Python
4
star
27

cropping-design-constraints

codes for evaluating image cropping under design constraints
Python
4
star
28

mutant-ftrl

Python
3
star
29

mcts-capacity-expansion

Python
3
star
30

camera3

CAMERA3: An Evaluation Dataset for Controllable Ad Text Generation in Japanese
3
star
31

model-based-mbr

Code of "Model-Based Minimum Bayes Risk Decoding for Text Generation" 2024
Jupyter Notebook
3
star
32

tdc-typography-generation

This repository contains codes for https://arxiv.org/abs/2309.02099
Python
3
star
33

m2wu

Python
2
star
34

diverse-mbr

Code of "Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding" 2024
Python
2
star
35

adaptively-perturbed-md

Python
2
star
36

AdTEC

The AdTEC dataset is designed to evaluate the quality of ad texts from multiple aspects, considering practical advertising operations.
2
star
37

CondLoRA

Code for our paper "A Single Linear Layer Yields Task-Adapted Low-Rank Matrices"
Python
1
star
38

dte-ml-adjustment

Code for "Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction"
R
1
star
39

python-dte-adjustment

Jupyter Notebook
1
star
40

text2traj2text

[INLG 2024] Official repository for Text2Traj2Text: Learning-by-Synthesis Framework for Contextual Captioning of Human Movement Trajectories
Python
1
star
41

adaptive-mbr

Code of "Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding" 2024
Python
1
star
42

DaycareCP

Code for "Stable Matchings in Practice: A Constraint Programming Approach"(Zhaohong, Sun et al., AAAI2024, Paper)
Python
1
star