1 citations · 1 across the 4 of their papers we have counts for
4 papers
Prism Transformer: Progressive Head Schedules for Hierarchical Attention Processing
Shubham Aggarwal
Multi-head attention conventionally partitions the hidden dimension equally across all heads at every layer, enforcing an identical representational subspace dimension (dh = dmodel…
Rethinking Attention Output Projection: Structured Hadamard Transforms for Efficient Transformers
Shubham Aggarwal, Lokendra Kumar
The dense output projection in multi head attention scales quadratically with model dimension, contributing significantly to parameter count, memory footprint, and inference cost.…
Probing and Inducing Clinical Modality Grounding in Brain Tumor Segmentation
Lokendra Kumar, Shubham Aggarwal
Multimodal MRI provides complementary information for brain tumor segmentation, but high accuracy alone does not reveal whether a model relies on clinically appropriate imaging evi…
Generalized Algorithm for Wythoff's Game with Basis Vector
Shubham Aggarwal, Jared Geller, Shuvom Sadhuka +1
Wythoff's Game is a variation of Nim in which players may take an equal number of stones from each pile or make valid Nim moves. W. A. Wythoff proved that the set of P-Positions (l…