Abstract: In robot-assisted vascular interventional surg- ery (VIS), surgeons often need to operate outside the operating room to avoid exposure to X-ray. However, it greatly changes the operating ...

前些天，CMU 助理教授、TVM/XGBoost/MLC-LLM 的创造者陈天奇发布了一本免费在线书籍《Modern GPU Programming For MLSys（面向机器学习系统的现代 GPU 编程）》。 这本书脱胎于他在 CMU 开设的「机器学习系统」（Machine Learning Systems）课程系列中新增的 GPU 编程专题课，内容聚焦当前大模型训练和推理中最核心、也最难啃的 ...

Abstract: Deep learning (DL) has demonstrated remarkable achievements in various fields. Nevertheless, DL models encounter significant challenges in detecting and defending against adversarial samples ...

This book teaches modern GPU kernel programming as a progression: understand the GPU hardware → learn to program it → write state-of-the-art kernels. It treats the Blackwell-class GPU — its memory ...

Pytorch Code of AGW method [1] for Cross-Modality Person Re-Identification (Visible Thermal Re-ID) on RegDB dataset [3] and SYSU-MM01 dataset [4]. We adopt the two-stream network structure introduced ...

对于机器学习领域的从业者而言，键值（Key-Value, KV）记忆是再熟悉不过的基础组件 ...