CyberAgent AI Lab

cmaes

Python library for CMA Evolution Strategy.

SuperNormal

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

pointcloud2gazebo

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

RALF

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

EBPMDB

証拠に基づく政策のための研究成果データベース

OpenCOLE

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

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.

webcolor

Official implementation of Generative Colorization of Structured Mobile Web Pages, WACV 2023.

camera

text2palette

Implementation of "Multimodal Color Recommendation for Vector Graphic Documents" ACM MM'23

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

regularized-bon

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

CM-VQVAE

Research code for the WACV2024 paper "Complementary-Contradictory Feature Regularization against Multimodal Overfitting"

cropping-design-constraints

codes for evaluating image cropping under design constraints

mbr-anomaly

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

camera3

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

LCTG-Bench

adaptive-mbr

Code of "Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding" 2024

annotation-efficient-po

Code of "Annotation-Efficient Preference Optimization for Language Model Alignment"

diverse-mbr

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

model-based-mbr

Code of "Model-Based Minimum Bayes Risk Decoding" 2024

tdc-typography-generation

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

adaptively-perturbed-md

CondLoRA

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

DaycareCP

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

AdTEC

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

dte-ml-adjustment

Code for "Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction"

learning_games_with-memory_asymmetry

Codes for Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games

learning_games_with_memory

posthoc-control-moe

[TACL 2024] Code of "Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding"