3 papers
cs.CL2026
NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages
Lakshya Tomar, Vinayak Abrol, Puneet Agarwal
In this work, we argue that not all sequence-to-sequence tasks require the strong inductive biases of autoregressive (AR) models. Tasks like multilingual transliteration, code refa…
cs.AR2025
Taming the Tail: NoI Topology Synthesis for Mixed DL Workloads on Chiplet-Based Accelerators
Arnav Shukla, Harsh Sharma, Srikant Bharadwaj +2
Heterogeneous chiplet-based systems improve scaling by disag-gregating CPUs/GPUs and emerging technologies (HBM/DRAM).However this on-package disaggregation introduces a latency in…
eess.AS2025
Compressing Quaternion Convolutional Neural Networks for Audio Classification
Arshdeep Singh, Vinayak Abrol, Mark D. Plumbley
Conventional Convolutional Neural Networks (CNNs) in the real domain have been widely used for audio classification. However, their convolution operations process multi-channel inp…