Publications

1485 results for Machine Learning

Sandwiched Lo-res Simulation for Scalable Flood Modeling
- - Refaldi Intri Dwi Putra
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection
- - Ming-chang Chiu
  - Yingfei Wang
  - et al.
- 2024
- ICASSP 2024
SAR2NDVI: Pre-training for SAR-to-NDVI Image Translation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization
- - A F M Saif
  - Xiaodong Cui
  - et al.
- 2024
- ICASSP 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- - Sijia Liu
  - Zhangyang Wang
  - et al.
- 2024
- ICASSP 2024
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- - Chulin Xie
  - Pin-Yu Chen
  - et al.
- 2024
- IEEE SaTML 2024
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- - Andrew Geng
  - Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Adaptive Conformal Regression with Split-Jackknife+ Scores
- - Nicolas Deutschmann
  - Mattia Rigotti
  - et al.
- 2024
- TMLR
Mimicking the Maestro: Exploring the Efficacy of a Virtual AI Teacher in Fine Motor Skill Acquisition
- - Hadar Mulian
  - Segev Shlomov
  - et al.
- 2024
- AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
- - Pin-Yu Chen
- 2024
- AAAI 2024