Pith Number

pith:CYHI64IT

pith:2025:CYHI64ITHHWNTOJKZJIJGWLWXU

not attested not anchored not stored refs pending

Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning

Adinath Madhavrao Dukre, Ankan Deria, Feilong Tang, Imran Razzak, Muhammad Awais, Muhammad Haris Khan, Sara Atito, Sudipta Roy

arxiv:2506.15649 v1 · 2025-06-18 · cs.CV · 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{CYHI64ITHHWNTOJKZJIJGWLWXU}

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

See Fair, Speak Truth: Equitable Attention Improves Grounding and Reduces Hallucination in Vision-Language Alignment

Receipt and verification

First computed	2026-07-05T11:23:47.770929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

160e8f711339ecd9b92aca50935976bd0ebcfa9925cc0fd95abf32a0af68282a

Aliases

arxiv: 2506.15649 · arxiv_version: 2506.15649v1 · doi: 10.48550/arxiv.2506.15649 · pith_short_12: CYHI64ITHHWN · pith_short_16: CYHI64ITHHWNTOJK · pith_short_8: CYHI64IT

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/CYHI64ITHHWNTOJKZJIJGWLWXU \
  | 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: 160e8f711339ecd9b92aca50935976bd0ebcfa9925cc0fd95abf32a0af68282a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "663be99f3525a115182866bec72777b5e38161e7db1073b51bc4b2a7af9cab44",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-18T17:23:36Z",
    "title_canon_sha256": "f8e709b00ec8ca793c8affb4bec9b0ebb9cc468c1f5055d7f582621d076b199e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15649",
    "kind": "arxiv",
    "version": 1
  }
}