Pith Number

pith:L4DPGDLJ

pith:2019:L4DPGDLJTDBPVFKSQEJ5K7Y45K

not attested not anchored not stored refs pending

Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement

Chenchen Zhu, Jiahui Yu, Marios Savvides, Wanyun Cui, Yutong Zheng, Zhankui He, Zhiqiang Shen

arxiv:1908.08520 v1 · 2019-08-22 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L4DPGDLJTDBPVFKSQEJ5K7Y45K}

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	2026-07-04T23:59:13.733449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f06f30d6998c2fa95528113d57f1cea90beb76c59f9638f0a91146a2bc05169

Aliases

arxiv: 1908.08520 · arxiv_version: 1908.08520v1 · doi: 10.48550/arxiv.1908.08520 · pith_short_12: L4DPGDLJTDBP · pith_short_16: L4DPGDLJTDBPVFKS · pith_short_8: L4DPGDLJ

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/L4DPGDLJTDBPVFKSQEJ5K7Y45K \
  | 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: 5f06f30d6998c2fa95528113d57f1cea90beb76c59f9638f0a91146a2bc05169

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6841fa8add42798c07ca86a79d85f09efb2f9d3b810a27768dd16d0987945f83",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-08-22T17:51:16Z",
    "title_canon_sha256": "59c851dadea227de01d3d99aaff55354e6df4d31c20ded79724d16ff5f46f97c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.08520",
    "kind": "arxiv",
    "version": 1
  }
}