RESEARCH AREA
In a wide range of fields not limited to those listed below,
we are working on research and development that utilizes cutting-edge AI/data analysis technology to contribute to society.
-
Image Recognition
-
Data Analysis
-
Robotics
-
Voice / Language
-
Biometric Data Analysis
-
AI / Iot Platform
MEMBER BLOG
PUBLICATIONS
-
The 41st International Conference on Machine Learning(ICML 2024)
Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
Anthony Chen, Huanrui Yang, Yulu Gan, Denis Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang
arXiv: https://arxiv.org/abs/2312.09148 -
The 41st International Conference on Machine Learning(ICML 2024)
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
Luca Franco, Paolo Mandica, Konstantinos Kallidromitis, Devin Guillory, Yu-Teng Li, Trevor Darrell, Fabio Galasso
arXiv: https://arxiv.org/abs/2306.11180 -
ICML '24 Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization
Fisher-aware Quantization for DETR Detectors with Critical-category Objectives
Huanrui Yang, Yafeng Huang, Zhen Dong, Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Yuan Du, Kurt Keutzer, Shanghang Zhang
arXiv: https://arxiv.org/abs/2407.03442 -
The Conference on Uncertainty in Artificial Intelligence(UAI2024)
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding
Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata
arXiv: https://arxiv.org/abs/2406.00578
STORIES
ABOUT
Innovate for better living, business and transportation
with AI technology to pursue our brand slogun “Live Your Best”