Hierarchical Detection of Sound Events and their Localization Using Convolutional Neural Networks with Adaptive Thresholds. - Sotirios Panagiotis Chytas; Gerasimos Potamianos (DCASE, 2019)

Vessel's trim optimization using IoT data and machine learning models. - Theodor Panagiotakopoulos; Ioannis Filippopoulos; Christos Filippopoulos; Evangelos Filippopoulos; Zoran Lajic; Antonis Violaris; Sotirios Panagiotis Chytas; Yiannis Kiouvrekis (IISA, 2022)

Understanding Multi-compositional Learning in Vision and Language Models via Category Theory. - Sotirios Panagiotis Chytas; Hyunwoo J. Kim; Vikas Singh (ECCV (48), 2024)

Pooling Image Datasets with Multiple Covariate Shift and Imbalance. - Sotirios Panagiotis Chytas; Vishnu Suresh Lokhande; Vikas Singh (ICLR, 2024)

ReCo: Reminder Composition Mitigates Hallucinations in Vision-Language Models. - Sotirios Panagiotis Chytas; Miso Choi; Hyunwoo J. Kim; Vikas Singh (CoRR, 2025)

FoGE: Fock Space inspired encoding for graph prompting. - Sotirios Panagiotis Chytas; Rudrasis Chakraborty; Vikas Singh (CoRR, 2025)