论文阅读 | 笔记站

📄️ DeepSDF：学习连续符号距离函数

DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation 论文阅读笔记。

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 论文阅读笔记。

Convolutional Occupancy Networks 论文阅读笔记。

NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction 论文阅读笔记。

DUSt3R: Geometric 3D Vision Made Easy 论文阅读笔记。

Grounding Image Matching in 3D with MASt3R 论文阅读笔记。

VGGT: Visual Geometry Grounded Transformer 论文阅读笔记。

π³ / Pi3: Scalable Permutation-Equivariant Visual Geometry Learning 论文阅读笔记。

Depth Anything 3: Recovering the Visual Space from Any Views 论文阅读笔记。

AMB3R: Accurate Feed-forward Metric-scale 3D Reconstruction with Backend 论文阅读笔记。

ZipMap: Linear-Time Stateful 3D Reconstruction via Test-Time Training 论文阅读笔记。

AGILE（2026-02）手-物交互视频跟踪论文阅读笔记：两步逐帧优化与四个损失。

Learning Latent Dynamics for Planning from Pixels 论文阅读笔记（按分享对话顺序整理）：Latent Dynamics、RSSM、Algorithm 1、CEM、变分目标与 ELBO。

DreamerV3（Mastering Diverse Domains through World Models）论文阅读笔记：RSSM 三损失、imagination、Actor-Critic、return normalization、symlog/twohot。