Pith Number

pith:JMNKKV5V

pith:2025:JMNKKV5VN6FEIHVCYA635Q2N57

not attested not anchored not stored refs pending

LANTERN++: Enhancing Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models

Doohyuk Jang, Eunho Yang, Sihwan Park, Souvik Kundu, Sungyub Kim

arxiv:2502.06352 v2 · 2025-02-10 · cs.CV

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\usepackage{pith}
\pithnumber{JMNKKV5VN6FEIHVCYA635Q2N57}

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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

2 papers in Pith

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting

CASCADE: Context-Aware Relaxation for Speculative Image Decoding

Receipt and verification

First computed	2026-07-05T10:40:16.572177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b1aa557b56f8a441ea2c03dbec34defddeb4eeef1babe3093367c7de4f8e9ac

Aliases

arxiv: 2502.06352 · arxiv_version: 2502.06352v2 · doi: 10.48550/arxiv.2502.06352 · pith_short_12: JMNKKV5VN6FE · pith_short_16: JMNKKV5VN6FEIHVC · pith_short_8: JMNKKV5V

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/JMNKKV5VN6FEIHVCYA635Q2N57 \
  | 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: 4b1aa557b56f8a441ea2c03dbec34defddeb4eeef1babe3093367c7de4f8e9ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d58026c927d4ef2a1c4f1dde7f6e577bef1b6cf4ae1be6c7717d979d9a31b6cb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-10T11:05:18Z",
    "title_canon_sha256": "ca22451b5d540fa800c306748d059904290f83629ca09ccf07e93b312ccc0e7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06352",
    "kind": "arxiv",
    "version": 2
  }
}