Pith Number

pith:Q2Q7VXUW

pith:2026:Q2Q7VXUWCUPU7Y75QIVX76RCOP

not attested not anchored not stored refs pending

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation

Bo Bao, Eric Sather, Sai Qian Zhang, Tianhua Xia, Vithursan Thangarasa, Yunhai Hu, Zining Liu

arxiv:2606.00535 v1 · 2026-05-30 · 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{Q2Q7VXUWCUPU7Y75QIVX76RCOP}

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	2026-06-02T01:03:57.423161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86a1fade96151f4fe3fd822b7ffa2273e17692d7adbe5dab898e18d65155c879

Aliases

arxiv: 2606.00535 · arxiv_version: 2606.00535v1 · doi: 10.48550/arxiv.2606.00535 · pith_short_12: Q2Q7VXUWCUPU · pith_short_16: Q2Q7VXUWCUPU7Y75 · pith_short_8: Q2Q7VXUW

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/Q2Q7VXUWCUPU7Y75QIVX76RCOP \
  | 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: 86a1fade96151f4fe3fd822b7ffa2273e17692d7adbe5dab898e18d65155c879

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be1e25f51062b7f4d68aed237fc2ff91290a67b57e2f5ee3aa1d55c065718087",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-30T05:05:24Z",
    "title_canon_sha256": "975091a9dc7aa26cbf666b4b6ddc2dd1cbc53ce1eaf1c0d5261252be7ffc06fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00535",
    "kind": "arxiv",
    "version": 1
  }
}