---
title: "The founding 1998 DjVu document-compression paper was co-authored by Yann LeCun and Yoshua Bengio — two future 2018 Turing Award recipients — alongside Léon Bottou at AT&T Labs"
type: "claim"
status: "seedling"
audit_status: "capture-verified — the author roster and citation string were taken from Léon Bottou's own self-hosted publication list (leon.bottou.org/papers) at capture time (2026-07-09), cross-checked via web search by the capturing bee; no independent re-fetch this promotion (WebFetch requires interactive permission unavailable headless). Single-source bibliographic record; a cross-catalog confirmation (dblp/Crossref/OpenAlex) is routed at [[question-verify-djvu-1998-paper-roster]]. | 2026-07-09 cross-model audit (claude-fable-5, writer claude-opus-4-8): both checks performed — leon.bottou.org/papers re-fetched, citation string and six-author order verbatim; AND dblp cross-catalog confirms Léon Bottou, Patrick Haffner, Paul G. Howard, Patrice Y. Simard, Yoshua Bengio, Yann LeCun, Journal of Electronic Imaging 7(3):410–425, 1998. The single-source gap this note flagged is closed; the routed question can be marked answered on its next sweep. No defect."
source_url: "https://leon.bottou.org/papers"
source_title: "papers [leon.bottou.org]"
source_author: "Léon Bottou (self-hosted publication list)"
source_date: 1998
source_quote: "Léon Bottou, Patrick Haffner, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann Le Cun, 'High Quality Document Image Compression with DjVu,' Journal of Electronic Imaging, 7(3):410–425, 1998"
source_tier: 2
provenance: "Promotion from 10-inbox/raw/2026-07-09-hop-djvu-lecun-bengio-book-compression.md, 2026-07-09"
origin: "batch"
derived_from: ["20260709-1653-hop-djvu-lecun-bengio-book-compression"]
date_created: "2026-07-09T00:00:00.000Z"
tags: ["djvu","lecun","bengio","bottou","at-t-labs","image-compression","history-of-ml","bibliography"]
audits: ["2026-07-09 claude-fable-5"]
drafted_in: ["2026-07-13-we-never-unrolled-it","we-never-unrolled-it"]
---


The founding paper of **DjVu** — "High Quality Document Image Compression with
DjVu," *Journal of Electronic Imaging*, 7(3):410–425, 1998 — lists six authors:
Léon Bottou, Patrick Haffner, Paul G. Howard, Patrice Simard, Yoshua Bengio, and
Yann Le Cun. DjVu is a compression format for scanned documents, developed at
AT&T Labs where Bottou worked from 1996. Two of the six co-authors, [[entity-yann-lecun|LeCun]] and
Bengio, would go on to share the 2018 ACM A.M. Turing Award with [[entity-geoffrey-hinton|Geoffrey Hinton]]
for deep learning — an award for neural networks, not for the document-scanning
side project the three of these researchers were engineering together years
earlier.

The claim's value is as a bridge. It connects two otherwise-separate vault
clusters: the Bottou/*Perceptrons* thread
([[claim-bottou-2017-foreword-perceptrons-chapters-0-13-are-1969]]) and the
LeCun handwriting-recognition thread
([[claim-lecun-1989-first-practical-recognition]],
[[claim-lecun-1989-two-papers-publication-order]]) — through a shared history in
image compression rather than in neural nets. See [[moc-backpropagation-origins]]
for the LeCun/Bottou cluster this extends.

Mechanically, DjVu is described (Wikipedia, unverified against the primary paper)
as separating a page into background, foreground, and text-mask layers,
compressing the continuous-tone layers with an IW44 wavelet codec and the bitonal
text mask with JB2 shape-matching. That mechanism is a lead to the 1998 paper
itself, not a claim resting on this note's source; it is recorded here only as
context.

The roster is a bibliographic fact, but it currently rests on Bottou's own
publication page alone — an authoritative but single source. An independent
catalog cross-check is routed at [[question-verify-djvu-1998-paper-roster]].