Publications

710 results for Generative AI

Out-of-Distribution Detection using Synthetic Data Generation
- - Momin Abbas
  - Muneeza Azmat
  - et al.
- 2025
- ICLR 2025
Workshop paper
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- ICLR 2025
Workshop paper
Patterns for combining large language models with knowledge bases to improve assurance, performance, and reliability of AI solutions
- - Dinesh Verma
  - Pawan Chowdhary
  - et al.
- 2025
- SPIE DCS 2025
Conference paper
LLM based Text Generation for Improved Low-resource Speech Recognition Models
- - Tohru Nagano
  - Gakuto Kurata
  - et al.
- 2025
- ICASSP 2025
Conference paper
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
Conference paper
Contextual Value Alignment
- - Kush Varshney
  - Miao Liu
  - et al.
- 2025
- ICASSP 2025
Conference paper
Generative AI Model Data Pre-Training on Kubernetes: A Use Case Study
- - Alexey Roytman
  - Anish Asthana
- 2025
- KubeCon EU 2025
Talk
A Practical Guide To Benchmarking AI and GPU Workloads in Kubernetes
- - Chen Wang
  - Yuan Chen
- 2025
- KubeCon EU 2025
Talk
Effective cluster management for large scale AI and GPUs: Challenges and opportunities
- - Claudia Misale
  - David Grove
- 2025
- Cloud Native + Kubernetes AI Day 2025
Talk
Compliance at the Speed of Innovation: Leveraging AI-Driven Automation for Real-Time Regulatory Read
- - Larry Carvalho
  - Anca Sailer
  - et al.
- 2025
- KubeCon EU 2025
Talk