Tootfinder

From Editor to Dense Geometry Estimator
JiYuan Wang, Chunyu Lin, Lei Sun, Rongying Liu, Lang Nie, Mingxing Li, Kang Liao, Xiangxiang Chu, Yao Zhao
https://arxiv.org/abs/2509.04338

From Editor to Dense Geometry Estimator
Leveraging visual priors from pre-trained text-to-image (T2I) generative models has shown success in dense prediction. However, dense prediction is inherently an image-to-image task, suggesting that image editing models, rather than T2I generative models, may be a more suitable foundation for fine-tuning. Motivated by this, we conduct a systematic analysis of the fine-tuning behaviors of both editors and generators for dense geometry estimation. Our findings show that editing models possess i…

Trying out a new setup to write with markdown (diving into the murky world of modal editors), and `harper-ls` keeps flagging my sentences when they get longer than 40 words.
Imagining writing a sociology paper with no sentences over 40 words is giving me a good chuckle but also making me think about the relative inaccessibility of academic writing.
(part of the issue is that in-text citations count toward the sentence length. And yes, I've managed to turn off the long-sentenc…

CoreEditor: Consistent 3D Editing via Correspondence-constrained Diffusion
Zhe Zhu, Honghua Chen, Peng Li, Mingqiang Wei
https://arxiv.org/abs/2508.11603 https://

CoreEditor: Consistent 3D Editing via Correspondence-constrained Diffusion
Text-driven 3D editing seeks to modify 3D scenes according to textual descriptions, and most existing approaches tackle this by adapting pre-trained 2D image editors to multi-view inputs. However, without explicit control over multi-view information exchange, they often fail to maintain cross-view consistency, leading to insufficient edits and blurry details. We introduce CoreEditor, a novel framework for consistent text-to-3D editing. The key innovation is a correspondence-constrained attentio…

I want the Micro Processor to order my Pulsar(Level 2 special operations unit) to mine coal and deposit it into the core...
I'll let you know about my progress...
So "mlog" is the "Mindustry Logic" 'language'.
mindustrygame.github.io/wiki/logic/0-introduction/
but I first started here:

Guide: Logic Basics
Logic is a mechanic introduced in Version 6.0 of Mindustry, which allows you to override the default behaviour of blocks and units through a customised block code programming language called MLog that can be edited in text editors when pasted into one. Logic is run through Processors in conjunction with accessory blocks such as the Memory Cell, Switch and Logic Display. It is recommended to have some form of prior programming experience in order to be familiar with data types. The way...