Pith Number

pith:SGDVIRTA

pith:2025:SGDVIRTAITRJFJV4GMMTVDKAFJ

not attested not anchored not stored refs pending

Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation

Klaus Schoeffmann, Negin Ghamsarian, Raphael Sznitman, Sahar Nasirihaghighi

arxiv:2505.07691 v1 · 2025-05-12 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SGDVIRTAITRJFJV4GMMTVDKAFJ}

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

1 paper in Pith

CW-BASS v2: Saturation-Aware Pseudo-Label Selection for Semi-Supervised Segmentation under Foundation-Model Teachers

Receipt and verification

First computed	2026-07-05T11:01:51.793070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

918754466044e292a6bc33193a8d402a68668caccbf8616a00eaa4e385fb9212

Aliases

arxiv: 2505.07691 · arxiv_version: 2505.07691v1 · doi: 10.48550/arxiv.2505.07691 · pith_short_12: SGDVIRTAITRJ · pith_short_16: SGDVIRTAITRJFJV4 · pith_short_8: SGDVIRTA

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/SGDVIRTAITRJFJV4GMMTVDKAFJ \
  | 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: 918754466044e292a6bc33193a8d402a68668caccbf8616a00eaa4e385fb9212

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31a03ebee1bb35492a830cb9ba690a124f2569afe31efebdedc1c51fa9cac31f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-12T15:58:08Z",
    "title_canon_sha256": "e3375e14cbec215cf76cc4a539fbf4538f43408cafa27fec31d4ed67c681a7c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07691",
    "kind": "arxiv",
    "version": 1
  }
}