image-compression

11 notes carry this tag — 6 claims, 1 observation, 1 question, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

COIN (2021), credited by its successors as the first INR-based image-compression method, does not cite fractal, IFS, or WFA compression and traces its own lineage to Stanley's 2007 CPPN paper instead

claim seedling Tier 1 2026-08-07 · implicit-neural-representations, coin, image-compression, fractal-compression, negative-citation
Poli et al.'s 2022 NeurIPS paper 'Self-Similarity Priors' explicitly cites both the fractal/IFS and implicit-neural-representation canons and states its method belongs to both

claim seedling Tier 1 2026-08-07 · implicit-neural-representations, fractal-compression, iterated-function-systems, neural-collages, michael-poli
Strümpler et al.'s 2022 ECCV follow-up to COIN also omits fractal, IFS, and WFA compression from its related work and credits COIN as the first INR-based image-compression approach

claim seedling Tier 1 2026-08-07 · implicit-neural-representations, image-compression, coin, fractal-compression, negative-citation
Does any implicit-neural-representation paper actually cite fractal/IFS/WFA image compression?

capture promoted 2026-08-03 · implicit-neural-representations, fractal-compression, iterated-function-systems, weighted-finite-automata, image-compression
Before their Turing Awards, LeCun, Bottou, and Bengio co-built DjVu, a scanned-book compression format now retired at the Internet Archive

capture promoted 2026-07-09 · djvu, lecun, bottou, bengio, at-t-labs
Fractal compression's 1987 promise — an image as a compact function, not a pixel grid — resurfaces in 2020 implicit neural representations

capture promoted 2026-07-09 · fractal-compression, implicit-neural-representations, siren, stephen-wolfram, complex-systems-journal
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

claim seedling Tier 2 2026-07-09 · djvu, lecun, bengio, bottou, at-t-labs
By Yann LeCun's own account, DjVu was built to distribute high-resolution scans cheaply over the early internet, demoed by freely releasing the NIPS proceedings at nips.djvu.org

claim budding Tier 1 2026-07-09 · djvu, lecun, at-t-labs, image-compression, free-knowledge
Fractal image compression's 1987 promise — encode a signal as a compact function instead of a grid of samples — structurally rhymes with 2020 implicit neural representations, though no source draws the lineage

observation seedling Tier 4 2026-07-09 · fractal-compression, implicit-neural-representations, siren, image-compression, cross-time-bridge
The Internet Archive stopped generating DjVu files for new text uploads in February 2016, citing declining use, file-creation errors, and an unsupportable Java viewer

claim seedling Tier 1 2026-07-09 · djvu, internet-archive, image-compression, digital-preservation, history-of-ml
Does any implicit-neural-representation paper actually cite fractal/IFS/WFA image compression — is the 'image as a compact function' lineage real or only a structural rhyme?

question open 2026-07-09 · fractal-compression, implicit-neural-representations, siren, nerf, image-compression