Publications

1650 results for Machine Learning

Data-free Model Fusion with Generator Assistants
- - Luyao Shi
  - Prashanth Vijayaraghavan
  - et al.
- 2024
- CVPRW 2024
Workshop paper
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly
- - Herbert Woisetschläger
  - Alexander Erben
  - et al.
- 2024
- SIGMOD 2024
Workshop paper
Preventing Catastrophic Forgetting in Generalized Few-Shot Semantic Segmentation
- - Tomoya Sakai
  - Takayuki Katsuki
  - et al.
- 2024
- JSAI 2024
Conference paper
Visual-Text Prompting
- - Takayuki Katsuki
  - Haoxiang Qiu
  - et al.
- 2024
- JSAI 2024
Demo paper
Research and Development for IBM Granite Time Series Foundation Model
- - Takayuki Katsuki
  - Tomoya Sakai
- 2024
- JSAI 2024
Demo paper
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization
- - Pengchao Han
  - Shiqiang Wang
  - et al.
- 2024
- INFOCOM 2024
Conference paper
Taming subnet-drift in D2D-enabled fog learning: a hierarchical gradient tracking approach
- - Evan Chen
  - Shiqiang Wang
  - et al.
- 2024
- INFOCOM 2024
Conference paper
Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios
- - Paulo Rodrigo Cavalin
  - Claudio Santos Pinhanez
- 2024
- LREC-COLING 2024
Conference paper
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing
- - Elena Ferro
  - A. Vasilopoulos
  - et al.
- 2024
- ISCAS 2024
Conference paper
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training
- - Corey Liam Lammie
  - A. Vasilopoulos
  - et al.
- 2024
- ISCAS 2024
Conference paper