Pith Number

pith:F6I2CF2D

pith:2022:F6I2CF2DIDHAKIADPSZCEKFULW

not attested not anchored not stored refs pending

GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization

Gilhyun Nam, Gyeongjae Choi, Kyungmin Lee

arxiv:2208.10024 v2 · 2022-08-22 · 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{F6I2CF2DIDHAKIADPSZCEKFULW}

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.

Receipt and verification

First computed	2026-07-05T05:43:14.595927Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f91a1174340ce0520037cb22228b45d8c107f8b29f05fbbcf611d9e67c49d7d

Aliases

arxiv: 2208.10024 · arxiv_version: 2208.10024v2 · doi: 10.48550/arxiv.2208.10024 · pith_short_12: F6I2CF2DIDHA · pith_short_16: F6I2CF2DIDHAKIAD · pith_short_8: F6I2CF2D

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/F6I2CF2DIDHAKIADPSZCEKFULW \
  | 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: 2f91a1174340ce0520037cb22228b45d8c107f8b29f05fbbcf611d9e67c49d7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc4743fa1be169f462dde527ca1e552e386e41d26721f5d7932cea24e5a00637",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-22T02:39:05Z",
    "title_canon_sha256": "fede7c4b0d93a19c4f344bd83ad5e6b4ad9d4487ef29acd741b34766ec31d862"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10024",
    "kind": "arxiv",
    "version": 2
  }
}