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cs.LG2026
Task-Centric Multimodal Learning for Cognitive Impairment Detection
Sankalp Vaish, Rishank Singh, Sumukh Veeramalla +3
Dementia affects millions of older adults worldwide, yet early detection remains difficult outside clinical settings. Traditional models primarily rely on text or voice-based respo…
cs.LG2026
CogDrift-4D: Hierarchical Multimodal Modeling of Temporal Behavioral Decay for MCI Detection
Sankalp Vaish, Sumukh Veeramalla, Rishank Singh +3
Early detection of mild cognitive impairment remains a critical bottleneck in dementia care, demanding scalable tools capable of capturing subtle behavioral decay. To capture the s…