Pith Number

pith:GL2JLBEI

pith:2022:GL2JLBEIMTH7YGWTYR3ML74JYT

not attested not anchored not stored refs pending

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning

Bernt Schiele, Bhiksha Raj, Hao Chen, Jindong Wang, Marios Savvides, Qiang Heng, Takahiro Shinozaki, Wenxin Hou, Xing Xie, Yidong Wang, Yue Fan, Zhen Wu

arxiv:2205.07246 v3 · 2022-05-15 · cs.LG · 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{GL2JLBEIMTH7YGWTYR3ML74JYT}

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

Geometric Gradient Rectification for Safe Open-Set Semi-Supervised Learning

Semi-Supervised Vision-Language-Action Model

SemiScope: Disentangling Classifier Tuning and Joint Optimization in Semi-Supervised Security Classification

PRISM: Prioritized Channel Importance with Semi-supervised Domain Adaptation for Cross-Subject EEG Emotion Recognition

GeoMin: Data-Efficient Semi-Supervised RLVR via Geometric Distribution Modeling

Receipt and verification

First computed	2026-07-05T05:37:05.783429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32f495848864cffc1ad3c476c5ff89c4c8903ab5beb2cda67f0a3759195c5f29

Aliases

arxiv: 2205.07246 · arxiv_version: 2205.07246v3 · doi: 10.48550/arxiv.2205.07246 · pith_short_12: GL2JLBEIMTH7 · pith_short_16: GL2JLBEIMTH7YGWT · pith_short_8: GL2JLBEI

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/GL2JLBEIMTH7YGWTYR3ML74JYT \
  | 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: 32f495848864cffc1ad3c476c5ff89c4c8903ab5beb2cda67f0a3759195c5f29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cb1bd590bf46cfef1cdf2e1a4a5a91a5cc3e27024ede8a4e4978e38d501fd01",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-15T10:07:52Z",
    "title_canon_sha256": "94ee08ae5dfef3947a48a2b71d628b6b6eed9ec9dbf2e763dde3e0d604f6b4bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07246",
    "kind": "arxiv",
    "version": 3
  }
}