CyberAgent AI Lab (@CyberAgentAILab)
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Top repositories

1

cmaes

Python library for CMA Evolution Strategy.
Python
303
star
2

layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]
Python
173
star
3

minituna

A toy hyperparameter optimization framework intended for understanding Optuna's internal design.
Python
82
star
4

derendering-text

Jupyter Notebook
71
star
5

pointcloud2gazebo

pointcloud2gazebo is a package that allows you to create a Gazebo World from a 3D point cloud.
Python
66
star
6

canvas-vae

Implementation of CanvasVAE: Learning to Generate Vector Graphic Documents, ICCV 2021
Python
49
star
7

flex-dm

Towards Flexible Multi-modal Document Models [Inoue+, CVPR2023]
Python
47
star
8

RALF

[CVPR24 Oral] Official repository for RALF: Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation
Python
36
star
9

EBPMDB

่จผๆ‹ ใซๅŸบใฅใๆ”ฟ็ญ–ใฎใŸใ‚ใฎ็ ”็ฉถๆˆๆžœใƒ‡ใƒผใ‚ฟใƒ™ใƒผใ‚น
TypeScript
26
star
10

camera

18
star
11

webcolor

Official implementation of Generative Colorization of Structured Mobile Web Pages, WACV 2023.
Python
18
star
12

preferentialBO

(ICML2023) Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes
Python
8
star
13

multipalette

Implementation of Color Recommendation for Vector Graphic Documents based on Multi-Palette Representation, WACV 2023
Jupyter Notebook
7
star
14

filtered-dpo

Python
7
star
15

text2palette

Implementation of "Multimodal Color Recommendation for Vector Graphic Documents" ACM MM'23
Python
6
star
16

thresholded-lasso-bandit

Python
5
star
17

regularized-bon

Code of "Regularized Best-of-N Sampling to Mitigate Reward Hacking for Language Model Alignment" (2024).
Python
5
star
18

japanese-nli-model

This repository provides the code for Japanese NLI model, a fine-tuned masked language model.
Jupyter Notebook
4
star
19

cropping-design-constraints

codes for evaluating image cropping under design constraints
Python
4
star
20

mcts-capacity-expansion

Python
3
star
21

mutant-ftrl

Python
3
star
22

CM-VQVAE

Research code for the WACV2024 paper "Complementary-Contradictory Feature Regularization against Multimodal Overfitting"
Python
3
star
23

m2wu

Python
1
star
24

mbr-anomaly

Code for "On the True Distribution Approximation of Minimum Bayes-Risk Decoding," NAACL 2024
Python
1
star
25

adaptive-mbr

Code of "Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding" 2024
Python
1
star
26

diverse-mbr

Code of "Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding" 2024
Python
1
star
27

DaycareCP

Code for "Stable Matchings in Practice: A Constraint Programming Approach"(Zhaohong, Sun et al., AAAI2024, Paper)
Python
1
star
28

tdc-typography-generation

This repository contains codes for https://arxiv.org/abs/2309.02099
Python
1
star