Publications

1576 results for Machine Learning

Resource- Efficient Transformer Pruning for Finetuning of Large Models
- - Fatih Ilhan
  - Gong Su
  - et al.
- 2024
- CVPR 2024
Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic Structure
- - David Arps
  - Laura Kallmeyer
  - et al.
- 2024
- NAACL 2024
An Automatic Prompt Generation System for Tabular Data Tasks
- - Akella Ashlesha
  - Abhijit Manatkar
  - et al.
- 2024
- NAACL 2024
Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples
- - Paulo Rodrigo Cavalin
  - Pedro Domingues
  - 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