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RLS3: RL-Based Synthetic Sample Selection to Enhance Spatial Reasoning in Vision-Language Models for Indoor Autonomous Perception

https://doi.org/10.1145/3716550.3722033

Waite, Joshua R; Hasan, Md Zahid; Liu, Qisai; Jiang, Zhanhong; Hegde, Chinmay; Sarkar, Soumik (May 2025, ACM)

Free, publicly-accessible full text available May 6, 2026
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models

https://doi.org/10.1109/CVPR52733.2024.02598

Saadati, Nastaran; Pham, Minh; Saleem, Nasla; Waite, Joshua R; Balu, Aditya; Jiang, Zhanong; Hegde, Chinmay; Sarkar, Soumik (June 2024, IEEE)

Full Text Available
Active shooter detection and robust tracking utilizing supplemental synthetic data

Waite, Joshua R; Feng, Jiale; Tavassoli, Riley; Harris, Laura; Tan, Sin Yong; Chakraborty, Subhadeep; Sarkar, Soumik (September 2023, arXiv preprint arXiv:2309.03381)

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Fast inverse design of microstructures via generative invariance networks

https://doi.org/10.1038/s43588-021-00045-8

Lee, Xian Yeow; Waite, Joshua R.; Yang, Chih-Hsuan; Pokuri, Balaji Sesha; Joshi, Ameya; Balu, Aditya; Hegde, Chinmay; Ganapathysubramanian, Baskar; Sarkar, Soumik (March 2021, Nature Computational Science)

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