Tony'Log 王通的阅读笔记

Tony'Log

Paper Reading论文阅读

Compact bilingual notes on important papers and research ideas. The focus is on the core problem, method logic, evidence, and what is worth revisiting later.

用中英双语整理重要论文和研究想法的核心问题、方法脉络和结果判断。少而清晰，方便回看。

Recent最近阅读 FastVAR · Infinity Code Walkthrough Guo et al., ICCV 2025

Categories分类

Meta 1 LLM 0 Agent 0 Multimodal 0 Generation 2 World Model 0 Medical AI 1 Infra 0

To Be Added待补方向

Multimodal models · Agentic AI · LLM reasoning · Generative models · World models · Video generation · Medical AI

多模态模型 · 智能体 AI · 大模型推理 · 生成模型 · 世界模型 · 视频生成 · 医学人工智能

Meta

Site Notes站点随笔

1 post篇

  1. 2026 Hello, Blog · 开张第一篇 Tong Wang, 2026 Why Tony'Log exists and what kinds of paper reading notes will appear here. 记录为什么创建 Tony'Log，以及后续会在这里写哪些论文阅读和研究笔记。 →
Generation

Generative Models生成模型

2 posts篇

  1. 2026 FastVAR · Infinity Code Walkthrough Guo et al., ICCV 2025 A code-level walkthrough of how FastVAR modifies Infinity with token pruning, cached restoration, and skipped late scales. 从代码层面梳理 FastVAR 如何通过 token 剪枝、缓存恢复和跳过后期尺度加速 Infinity。 →
  2. 2026 FastVAR · Cached Token Pruning Guo et al., ICCV 2025 A reading note on training-free VAR acceleration via pivotal high-frequency tokens and cached restoration. 通过关键高频 token 与缓存恢复实现训练后 VAR 加速的论文阅读笔记。 →
Medical AI

Medical AI医学人工智能

1 post篇

  1. 2026 MedGRPO · Medical Video RL Su et al., arXiv 2026 A reading note on reward-normalized multi-task RL for heterogeneous medical video understanding. 关于异构医学视频理解中跨数据集奖励归一化与医学 LLM judge 的阅读笔记。 →