12 citations · 12 across the 3 of their papers we have counts for
4 papers
Class-Conditioned Gaussian Mixture Modeling for Imbalanced Time Series Quantification
Md Shahriar Kabir, Mayesha Maliha R. Mithila, Anne H. H. Ngu +2
Quantification, estimating class prevalences in bags of unlabeled instances is vital in domains where aggregate statistics are more important than individual instance labels, such…
Multimodal Confidence Modeling in Audio-Visual Quality Assessment
Mayesha Maliha R. Mithila, Mylene C. Q. Farias
Audio-visual quality assessment (AVQA) is essential for streaming, teleconferencing, and immersive media. In realistic streaming scenarios, distortions are often asymmetric, where…
MS-SCANet: A Multiscale Transformer-Based Architecture with Dual Attention for No-Reference Image Quality Assessment
Mayesha Maliha R. Mithila, Mylene C. Q. Farias
We present the Multi-Scale Spatial Channel Attention Network (MS-SCANet), a transformer-based architecture designed for no-reference image quality assessment (IQA). MS-SCANet featu…
Convolutions Need Registers Too: HVS-Inspired Dynamic Attention for Video Quality Assessment
Mayesha Maliha R. Mithila, Mylene C. Q. Farias
No-reference video quality assessment (NR-VQA) estimates perceptual quality without a reference video, which is often challenging. While recent techniques leverage saliency or tran…