Pith Number

pith:EWJCPPBK

pith:2021:EWJCPPBKYZSOXZWJD5Q7KVR6BN

not attested not anchored not stored refs pending

Label-Efficient Semantic Segmentation with Diffusion Models

Andrey Voynov, Artem Babenko, Dmitry Baranchuk, Ivan Rubachev, Valentin Khrulkov

arxiv:2112.03126 v3 · 2021-12-06 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EWJCPPBKYZSOXZWJD5Q7KVR6BN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

9 papers in Pith

DiFaReli++: Diffusion Face Relighting with Consistent Cast Shadows

gen2seg: Generative Models Enable Generalizable Instance Segmentation

Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice

Functionalization via Structure Completion and Motion Rectification

What Makes Synthetic Data Effective in Image Segmentation

Receipt and verification

First computed	2026-07-05T04:05:36.777102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

259227bc2ac664ebe6c91f61f5563e0b696bdc92d266788f11f5ac8841ae4001

Aliases

arxiv: 2112.03126 · arxiv_version: 2112.03126v3 · doi: 10.48550/arxiv.2112.03126 · pith_short_12: EWJCPPBKYZSO · pith_short_16: EWJCPPBKYZSOXZWJ · pith_short_8: EWJCPPBK

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EWJCPPBKYZSOXZWJD5Q7KVR6BN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 259227bc2ac664ebe6c91f61f5563e0b696bdc92d266788f11f5ac8841ae4001

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "274eecdc5505abefd12e9e2d8ac2b41804f3cfce7f36fc142c390e1a8577aab8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-06T15:55:30Z",
    "title_canon_sha256": "d41fc78b55527815e492c4d11f978b7aa5364ca2dfd40f3a08df240b40555c31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03126",
    "kind": "arxiv",
    "version": 3
  }
}