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eess.IV2025
UnPuzzle: A Unified Framework for Pathology Image Analysis
Dankai Liao, Sicheng Chen, Nuwa Xi +10
Pathology image analysis plays a pivotal role in medical diagnosis, with deep learning techniques significantly advancing diagnostic accuracy and research. While numerous studies h…
cs.AR2025★ 1 cited
Design and Implementation of an FPGA-Based Hardware Accelerator for Transformer
Richie Li, Sicheng Chen
Transformer-based large language models (LLMs) rely heavily on intensive matrix multiplications for attention and feed-forward layers, with the Q, K, and V linear projections in th…
eess.IV2025
PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
Tianyi Zhang, Sicheng Chen, Borui Kang +6
Whole Slide Imaging (WSI) has become a gold standard in cancer diagnosis, inspecting multi-scale information from cellular to tissue levels. Processing an entire WSI directly is in…