Pith Number

pith:Q63UJ2TY

pith:2024:Q63UJ2TYM2RFDNEEEDB5Y5JXOD

not attested not anchored not stored refs pending

M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation

Alan Yuille, Cihang Xie, Feng Wang, Nataniel Ruiz, Sucheng Ren, Yaodong Yu

arxiv:2411.10433 v1 · 2024-11-15 · cs.CV

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\usepackage{pith}
\pithnumber{Q63UJ2TYM2RFDNEEEDB5Y5JXOD}

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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.

Cited by

4 papers in Pith

HACK++: Towards More Effective Head-Aware Key-Value Compression for Efficient Visual Autoregressive Modeling

Knowledge Distillation for Visual Autoregressive Models

Frequency-Aware Flow Matching for High-Quality Image Generation

Depth Adaptive Efficient Visual Autoregressive Modeling

Receipt and verification

First computed	2026-07-05T09:36:05.414608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87b744ea7866a251b48420c3dc753770f37133a86ab6964f6c1d8b007abec30f

Aliases

arxiv: 2411.10433 · arxiv_version: 2411.10433v1 · doi: 10.48550/arxiv.2411.10433 · pith_short_12: Q63UJ2TYM2RF · pith_short_16: Q63UJ2TYM2RFDNEE · pith_short_8: Q63UJ2TY

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/Q63UJ2TYM2RFDNEEEDB5Y5JXOD \
  | 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: 87b744ea7866a251b48420c3dc753770f37133a86ab6964f6c1d8b007abec30f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78aa0374365c3dfb2c601507fd01d6658ef97c0d4dbcfdb8ea2e9e77b60e76b4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-15T18:54:42Z",
    "title_canon_sha256": "42196612ceb4daa8b8c8dc5fa3614675d03d6547b0931ed774ea28dc02660e5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10433",
    "kind": "arxiv",
    "version": 1
  }
}