Pith Number

pith:O5GJ2PG6

pith:2023:O5GJ2PG64TFBDCUY7TH7MY4PFA

not attested not anchored not stored refs pending

Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification

Ashish Ramayee Asokan, Lakshay Sharma, R. Venkatesh Babu, Sravanti Addepalli

arxiv:2310.08255 v2 · 2023-10-12 · 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{O5GJ2PG64TFBDCUY7TH7MY4PFA}

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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	2026-07-05T07:54:04.777339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

774c9d3cdee4ca118a98fccff6638f2808472b25acb047f400e25564694c1c53

Aliases

arxiv: 2310.08255 · arxiv_version: 2310.08255v2 · doi: 10.48550/arxiv.2310.08255 · pith_short_12: O5GJ2PG64TFB · pith_short_16: O5GJ2PG64TFBDCUY · pith_short_8: O5GJ2PG6

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/O5GJ2PG64TFBDCUY7TH7MY4PFA \
  | 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: 774c9d3cdee4ca118a98fccff6638f2808472b25acb047f400e25564694c1c53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42dd8c71810642ea8f8fff91594b20e38f261885c4197c86f3ce490b06922045",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-12T11:59:54Z",
    "title_canon_sha256": "833e982e784a931e7d1906b35552b0e4ac236e4f0a9cf989a4386bb50ccd8567"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08255",
    "kind": "arxiv",
    "version": 2
  }
}