Pith Number

pith:QAWQPL6C

pith:2022:QAWQPL6CZH3JPNAGGIRZRD23TN

not attested not anchored not stored refs pending

AugLy: Data Augmentations for Robustness

Joanna Bitton, Zoe Papakipos

arxiv:2201.06494 v1 · 2022-01-17 · cs.AI · 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{QAWQPL6CZH3JPNAGGIRZRD23TN}

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

Language Models as Semantic Teachers: Post-Training Alignment for Medical Audio Understanding

Receipt and verification

First computed	2026-07-05T03:48:58.780060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

802d07afc2c9f697b4063223988f5b9b4106a2c9da3de7f1ca03344c35206d5e

Aliases

arxiv: 2201.06494 · arxiv_version: 2201.06494v1 · doi: 10.48550/arxiv.2201.06494 · pith_short_12: QAWQPL6CZH3J · pith_short_16: QAWQPL6CZH3JPNAG · pith_short_8: QAWQPL6C

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/QAWQPL6CZH3JPNAGGIRZRD23TN \
  | 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: 802d07afc2c9f697b4063223988f5b9b4106a2c9da3de7f1ca03344c35206d5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98bc71dfe75440b5aa080db07b3517cb761e1069cf6128ed931523ac09325350",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-01-17T16:08:59Z",
    "title_canon_sha256": "540d3dbb5da8840227537f3d9520cd198f0820e42d6b060e085fc3cab52a385f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06494",
    "kind": "arxiv",
    "version": 1
  }
}