26 citations · 26 across the 1 of their papers we have counts for
2 papers
cs.AR2026
ScaleLUT: A Fully-Parallel Configurable LUT-Based Accelerator for Real-Time Multi-Scale Super-Resolution
Boyu Li, Chenchen Ding, Zhilin Ai +7
Real-time super-resolution (SR) remains challenging for edge devices because deep-learning-based methods require substantial multiply-accumulate (MAC) operations, resources, and po…
cs.LG2024★ 26 cited
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models
Ziyi Guan, Hantao Huang, Yupeng Su +3
Large Language Models (LLMs) have greatly advanced the natural language processing paradigm. However, the high computational load and huge model sizes pose a grand challenge for de…