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cs.LG2025
KV-CAR: KV Cache Compression using Autoencoders and KV Reuse in Large Language Models
Sourjya Roy, Shrihari Sridharan, Surya Selvam +1
As Large Language Models (LLMs) scale in size and context length, the memory requirements of the key value (KV) cache have emerged as a major bottleneck during autoregressive decod…
cs.LG2024
Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms
Shrihari Sridharan, Surya Selvam, Kaushik Roy +1
Event cameras have emerged as a promising sensing modality for autonomous navigation systems, owing to their high temporal resolution, high dynamic range and negligible motion blur…