Scholarly and Creative Works
2026
- Kabir, M. S., Mithila, M. M. R., Ngu, A. H., & Queiroz de Farias, M. C. (2026). Class-Conditioned Gaussian Mixture Modeling for Imbalanced Time Series Quantification. In Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2026). https://doi.org/10.1007/978-981-92-1465-5_44
- Mithila, M. M. R., & Queiroz de Farias, M. C. (2026). Convolutions Need Registers Too: HVS-Inspired Dynamic Attention for Video Quality Assessment. ACM. https://doi.org/10.1145/3793853.3795745
2025
- Mithila, M. M. R., & Queiroz de Farias, M. C. (2025). MS-SCANET: A multiscale transformer-based architecture with dual attention for no-reference image quality assessment. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). https://doi.org/10.1109/ICASSP49660.2025.10887759
- Mithila, M. M. R., & Queiroz de Farias, M. C. (n.d.). Convolutions Need Registers Too: HVS-Inspired Dynamic Attention for Video Quality Assessment.