Stamoulis, Dimitrios
- NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks
2017/10/15 by Ermao Cai, Cai, Ermao, Da-Cheng Juan +5 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Performance (cs.PF)
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
2019/04/05 by Stamoulis, Dimitrios, Ding, Ruizhou, Wang, Di +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GeckOpt: LLM System Efficiency via Intent-Based Tool Selection
2024/04/24 by Michael Fore, Fore, Michael, Simranjit Singh +3 · 3 citations
Computer Science · Engineering · #Advanced Surface Polishing Techniques #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
- Multi-Agent Geospatial Copilots for Remote Sensing Workflows
2025/01/27 by Lee, Chaehong, Paramanayakam, Varatheepan, Karatzas, Andreas +7 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching
2024/06/10 by Simranjit Singh, Singh, Simranjit, Michael Fore +15 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Digital Rights Management and Security #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Designing Adaptive Neural Networks for Energy-Constrained Image Classification
2018/08/05 by Stamoulis, Dimitrios, Chin, Ting-Wu, Prakash, Anand Krishnan +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots
2024/04/23 by Simranjit Singh, Singh, Simranjit, Michael Fore +3 · 3 citations
Computer Science · Social Sciences · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
- An LLM-Tool Compiler for Fused Parallel Function Calling
2024/05/07 by Simranjit Singh, Ανδρέας Καρατζάς, Singh, Simranjit +7 · 2 citations
Computer Science · #Parallel Computing and Optimization Techniques
- Unlearning Climate Misinformation in Large Language Models
2024/05/29 by Michael Fore, Simranjit Singh, Fore, Michael +9 · 2 citations
Social Sciences · #Misinformation and Its Impacts
- Evaluating Tool-Augmented Agents in Remote Sensing Platforms
2024/04/23 by Singh, Simranjit, Fore, Michael, Stamoulis, Dimitrios · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evaluating Zero-Shot GPT-4V Performance on 3D Visual Question Answering Benchmarks
2024/05/29 by Simranjit Singh, Singh, Simranjit, Georgios Pavlakos +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows
2025/04/06 by Dimitrios Stamoulis, Stamoulis, Dimitrios, Diana Marculescu +1 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Scientific Computing and Data Management