Pith Number

pith:EBN5G2LR

pith:2025:EBN5G2LRUK3JB5YQJU2CU75PRS

not attested not anchored not stored refs pending

On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis

Xiaoyu Li, Yekun Ke, Yingyu Liang, Zhao Song, Zhenmei Shi, Zhizhou Sha

arxiv:2501.04377 v2 · 2025-01-08 · cs.LG · cs.AI · cs.CC · cs.CV

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\usepackage{pith}
\pithnumber{EBN5G2LRUK3JB5YQJU2CU75PRS}

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Record completeness

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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

Depth Adaptive Efficient Visual Autoregressive Modeling

Receipt and verification

First computed	2026-07-05T10:08:27.354408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

205bd36971a2b690f7104d342a7faf8c94a7be087c691d1185ae8edac74409ba

Aliases

arxiv: 2501.04377 · arxiv_version: 2501.04377v2 · doi: 10.48550/arxiv.2501.04377 · pith_short_12: EBN5G2LRUK3J · pith_short_16: EBN5G2LRUK3JB5YQ · pith_short_8: EBN5G2LR

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/EBN5G2LRUK3JB5YQJU2CU75PRS \
  | 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: 205bd36971a2b690f7104d342a7faf8c94a7be087c691d1185ae8edac74409ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f972634884529a6325d93a4901823d82032475a10eb72a651d7fa9c274fe8f7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-08T09:34:15Z",
    "title_canon_sha256": "79107f940aad5725c398f167fe93adf7e0eb36b60ea6b228374d4791a274041b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04377",
    "kind": "arxiv",
    "version": 2
  }
}