Tag Index

29 items with this tag. Showing first 10 tags.

• Jul 20, 2026

  LLM 机制可解释性：一条方法谱系

  • interpretability

• Jul 20, 2026

  读残差流：Logit Lens 到 Patchscopes

  • interpretability

• Jul 20, 2026

  2025 前沿：谱系的收敛与对地基的反思

  • interpretability

• Jul 20, 2026

  特征与叠加：字典学习这条线

  • interpretability

• Jul 20, 2026

  干预与电路：从 Causal Tracing 到自动电路发现

  • interpretability

• Jul 20, 2026

  LLM 内部坐标的排列不变性

  • interpretability
  • model-compression
  • reparameterization

• Jul 20, 2026

  Superposition（叠加）

  • interpretability

• Jul 20, 2026

  Residual Stream（残差流）

  • interpretability

• Jul 20, 2026

  Post-hoc vs Intrinsic 可解释性

  • interpretability

• Jul 20, 2026

  Polysemanticity（多义性）

  • interpretability

20 items with this tag. Showing first 10 tags.

• Jul 20, 2026

  无反向传播的权重空间后训练：ZO、ES 与参数采样

  • LLM
  • agentic-RL

• Jun 16, 2026

  Sparsity Curse：从模型合并理解 RLVR 参数空间

  • LLM
  • agentic-RL

• Jun 15, 2026

  CircuitLasso：用稀疏回归做可扩展的 LLM 电路发现

  • LLM

• Jun 01, 2026

  From Brewing to Resolution: Tracing the Internal Lifecycle of Code Reasoning in LLMs

  • LLM

• May 02, 2026

  Reasoning emerges from constrained inference manifolds in large language models

  • LLM

• Jan 30, 2026

  The Blessing of Dimensionality in LLM Fine-tuning: A Variance-Curvature Perspective

  • LLM
  • agentic-RL

• Mar 27, 2025

  Circuit Tracing / On the Biology of a Large Language Model

  • interpretability
  • LLM

• Jan 27, 2025

  参数空间可解释性：APD 与 SPD

  • interpretability
  • LLM

• Jan 11, 2024

  Patchscopes: A Unifying Framework for Inspecting Hidden Representations of LMs

  • interpretability
  • LLM

• Oct 04, 2023

  Towards Monosemanticity：用字典学习把语言模型解耦成单义特征

  • interpretability
  • LLM

4 items with this tag.

• Jul 20, 2026

  学习率衰减与权重平均的联系

  • optimization
  • learning-rate-schedule
  • weight-averaging
  • weight-geometry

• Jul 20, 2026

  参数空间与计算图：把神经网络拉成一个向量，到底省略了什么？

  • neural-network
  • optimization
  • weight-geometry

• Jul 20, 2026

  Jacobian、Hessian 与 SVD：神经网络训练中的敏感度、曲率与低秩结构

  • mathematics
  • neural-network
  • optimization
  • weight-geometry

• Jul 20, 2026

  为什么学习率不宜过小：有限步长的隐式梯度正则

  • optimization
  • implicit-regularization
  • weight-geometry

4 items with this tag.

• Jul 20, 2026

  学习率衰减与权重平均的联系

  • optimization
  • learning-rate-schedule
  • weight-averaging
  • weight-geometry

• Jul 20, 2026

  参数空间与计算图：把神经网络拉成一个向量，到底省略了什么？

  • neural-network
  • optimization
  • weight-geometry

• Jul 20, 2026

  Jacobian、Hessian 与 SVD：神经网络训练中的敏感度、曲率与低秩结构

  • mathematics
  • neural-network
  • optimization
  • weight-geometry

• Jul 20, 2026

  为什么学习率不宜过小：有限步长的隐式梯度正则

  • optimization
  • implicit-regularization
  • weight-geometry

3 items with this tag.

• Jul 20, 2026

  无反向传播的权重空间后训练：ZO、ES 与参数采样

  • LLM
  • agentic-RL

• Jun 16, 2026

  Sparsity Curse：从模型合并理解 RLVR 参数空间

  • LLM
  • agentic-RL

• Jan 30, 2026

  The Blessing of Dimensionality in LLM Fine-tuning: A Variance-Curvature Perspective

  • LLM
  • agentic-RL

2 items with this tag.

• Jul 20, 2026

  参数空间与计算图：把神经网络拉成一个向量，到底省略了什么？

  • neural-network
  • optimization
  • weight-geometry

• Jul 20, 2026

  Jacobian、Hessian 与 SVD：神经网络训练中的敏感度、曲率与低秩结构

  • mathematics
  • neural-network
  • optimization
  • weight-geometry

1 item with this tag.

• Jul 20, 2026

  为什么学习率不宜过小：有限步长的隐式梯度正则

  • optimization
  • implicit-regularization
  • weight-geometry

1 item with this tag.

• Jul 20, 2026

  Jacobian、Hessian 与 SVD：神经网络训练中的敏感度、曲率与低秩结构

  • mathematics
  • neural-network
  • optimization
  • weight-geometry

1 item with this tag.

• Jul 20, 2026

  LLM 内部坐标的排列不变性

  • interpretability
  • model-compression
  • reparameterization

1 item with this tag.

• Jul 20, 2026

  LLM 内部坐标的排列不变性

  • interpretability
  • model-compression
  • reparameterization

1 item with this tag.

• Jul 20, 2026

  学习率衰减与权重平均的联系

  • optimization
  • learning-rate-schedule
  • weight-averaging
  • weight-geometry

1 item with this tag.

• Jul 20, 2026

  学习率衰减与权重平均的联系

  • optimization
  • learning-rate-schedule
  • weight-averaging
  • weight-geometry

1 item with this tag.

• Jul 20, 2026

  Virtual Immune Microenvironment

  • computational-pathology
  • semantic-segmentation
  • continual-learning

1 item with this tag.

• Jul 20, 2026

  Virtual Immune Microenvironment

  • computational-pathology
  • semantic-segmentation
  • continual-learning

1 item with this tag.

• Jul 20, 2026

  Virtual Immune Microenvironment

  • computational-pathology
  • semantic-segmentation
  • continual-learning