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Akhil Arunkumar

2 papers hereh-index 2144 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedKeyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inference

6 citations · 6 across the 1 of their papers we have counts for

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Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Foresight: Adaptive Layer Reuse for Accelerated and High-Quality Text-to-Video Generation

Muhammad Adnan, Nithesh Kurella, Akhil Arunkumar +1

Diffusion Transformers (DiTs) achieve state-of-the-art results in text-to-image, text-to-video generation, and editing. However, their large model size and the quadratic cost of sp…

cs.LG2024★ 6 cited

Keyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inference

Muhammad Adnan, Akhil Arunkumar, Gaurav Jain +3

Transformers have emerged as the underpinning architecture for Large Language Models (LLMs). In generative language models, the inference process involves two primary phases: promp…

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