20 citations
- California State University, NorthridgeUS1 paper
- Campbellsville UniversityUS1 paper
- Cornell UniversityUS1 paper
- Indian Institute of Science BangaloreIN1 paper
- Technical Database Services (United States)US1 paper
- Texas A&M University – San AntonioUS1 paper
- University of ArizonaUS1 paper
- University of VirginiaUS1 paper
8 papers
Cloud-Native Generative AI for Automated Planogram Synthesis: A Diffusion Model Approach for Multi-Store Retail Optimization
Ravi Teja Pagidoju, Shriya Agarwal
Planogram creation is a significant challenge for retail, requiring an average of 30 hours per complex layout. This paper introduces a cloud-native architecture using diffusion mod…
StepShield: When, Not Whether to Intervene on Rogue Agents
Gloria Felicia, Zitha Sasindran, Jinfeng He +3
Agent safety benchmarks measure whether a monitor detects harm, not when. Yet timing is the difference between intervention and autopsy. We introduce StepShield, the first benchmar…
Improving Long-Tailed Object Detection with Balanced Group Softmax and Metric Learning
Satyam Gaba
Object detection has been widely explored for class-balanced datasets such as COCO. However, real-world scenarios introduce the challenge of long-tailed distributions, where numero…
Generative AI for Enhanced Wildfire Detection: Bridging the Synthetic-Real Domain Gap
Satyam Gaba
The early detection of wildfires is a critical environmental challenge, with timely identification of smoke plumes being key to mitigating large-scale damage. While deep neural net…
Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions
Shraddha Pradipbhai Shah, Aditya Vilas Deshpande
The integration of Large Language Models (LLMs) into autonomous robotic agents for conducting online transactions poses significant cybersecurity challenges. This study aims to enf…
Potential of ChatGPT in predicting stock market trends based on Twitter Sentiment Analysis
Ummara Mumtaz, Summaya Mumtaz
The rise of ChatGPT has brought a notable shift to the AI sector, with its exceptional conversational skills and deep grasp of language. Recognizing its value across different area…