TRACE: Your Diffusion Model is Secretly an Instance Edge Detector

An opera programme under a starfield: gold-leaf serif, velvet black, and a single spotlight on the name.

shjo-april.github.io/TRACETRACE: Your Diffusion Model is Secretly an Instance Edge Detector
Screenshot of https://shjo-april.github.io/TRACE/, © the authors. Shown for reference. Request removal
Venue
ICLR 2026
Year
2026
First author
Sanghyun Jo
Field
edge detection
Template
custom (footer: Template inspired by Nerfies)
Theme
Dark

Checked against the rendered page. Elements fade in on scroll. In the snap the authors and buttons were still mid-fade. In the tall capture the 100vh hero stretched to the capture height and the lower sections were still invisible, which is where the 'empty first 2700px' impression comes from. Sections below the fold are described from computed boxes and the CSS.

Why it is here

Strong identity: a starfield-dark hero with a gold serif TRACE wordmark, an italic subtitle, an acronym-highlight line and refined pill buttons. Adds a luxe dark style to the picks. Points come off because the first 2700px are mostly empty dark space.

Overview

Color Palette

Typography

Playfair Display
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector Abstract · Method · Results · BibTeX — 0123456789
Source Sans 3
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector Abstract · Method · Results · BibTeX — 0123456789
JetBrains Mono
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector Abstract · Method · Results · BibTeX — 0123456789

Spacing & Shape

Page Modules

Guidelines

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