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Researcher profile

Paul N. Whatmough

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. 22.9 A 12nm 18.1TFLOPs/W Sparse Transformer Processor with Entropy-Based Early Exit, Mixed-Precision Predication and Fine-Grained Power Management

    2023

    Large language models have substantially advanced nuance and context understanding in natural language processing (NLP), further fueling the growth of intelligent conversational interfaces and virtual assistants. However, their hefty computational and memory demands make them …

  2. KaVa: Latent Reasoning via Compressed KV-Cache Distillation

    2025 · arXiv (Cornell University)

    Large Language Models (LLMs) excel at multi-step reasoning problems with explicit chain-of-thought (CoT), but verbose traces incur significant computational costs and memory overhead, and often carry redundant, stylistic artifacts. Latent reasoning has emerged as an …