Publications

1480 results for Machine Learning

An Automatic Prompt Generation System for Tabular Data Tasks
- - Akella Ashlesha
  - Abhijit Manatkar
  - et al.
- 2024
- NAACL 2024
FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes
- - Asaf Yehudai
  - Elron Bandel
- 2024
- NAACL 2024
AI for 3D Radar – Approaches and Opportunities
- - Asaf Tzadok
- 2024
- IMS 2024
Cloud bursting an EDA workload with ML-driven technique for future SoC development
- - Wachirawit Ponghiran
  - Jinwook Jung
- 2024
- VLSI Technology and Circuits 2024
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- SIGMOD 2024
Preventing Catastrophic Forgetting in Generalized Few-Shot Semantic Segmentation
- - Tomoya Sakai
  - Takayuki Katsuki
  - et al.
- 2024
- JSAI 2024
Visual-Text Prompting
- - Takayuki Katsuki
  - Haoxiang Qiu
  - et al.
- 2024
- JSAI 2024
Research and Development for IBM Granite Time Series Foundation Model
- - Takayuki Katsuki
  - Tomoya Sakai
- 2024
- JSAI 2024
Taming subnet-drift in D2D-enabled fog learning: a hierarchical gradient tracking approach
- - Evan Chen
  - Shiqiang Wang
  - et al.
- 2024
- INFOCOM 2024
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization
- - Pengchao Han
  - Shiqiang Wang
  - et al.
- 2024
- INFOCOM 2024