Pith Number

pith:YVL5UMXI

pith:2023:YVL5UMXI43YALJ5TQROG3VX5GJ

not attested not anchored not stored refs pending

AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories

Jiyuan Shen, Kwok-Yan Lam, Wenzhuo Yang

arxiv:2310.10541 v2 · 2023-10-16 · cs.CV · cs.AI · 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{YVL5UMXI43YALJ5TQROG3VX5GJ}

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

The Evolution of Dataset Distillation: Toward Scalable and Generalizable Solutions

Receipt and verification

First computed	2026-07-05T07:16:47.654073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c557da32e8e6f005a7b3845c6dd6fd3264549e75b28b5633911289b1010c7228

Aliases

arxiv: 2310.10541 · arxiv_version: 2310.10541v2 · doi: 10.48550/arxiv.2310.10541 · pith_short_12: YVL5UMXI43YA · pith_short_16: YVL5UMXI43YALJ5T · pith_short_8: YVL5UMXI

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/YVL5UMXI43YALJ5TQROG3VX5GJ \
  | 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: c557da32e8e6f005a7b3845c6dd6fd3264549e75b28b5633911289b1010c7228

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e063674a03fca95caf8baa42ce5bc53e28d2496a53f5cf06f2d6c7250314b10",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-16T16:13:53Z",
    "title_canon_sha256": "10f239e160a93e81114beaa636217f4ef91ba9d8aeef6221c09ac972247a6af5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10541",
    "kind": "arxiv",
    "version": 2
  }
}