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Jones, Dalton

  1. KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments
    2025/04/21 by Park, Junyoung, Jones, Dalton, Morse, Matthew J +3 · 12 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  2. CAOTE: KV Cache Selection for LLMs via Attention Output Error-Based Token Eviction
    2025/04/18 by Raghavv Goel, Goel, Raghavv, Junyoung Park +13 · 1 voice
    Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #cs.CL #cs.LG
  3. PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
    2024/07/16 by Pierre-David Létourneau, Manish Kumar Singh, Letourneau, Pierre-David +15 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques