Pith Number

pith:K6QUU6ML

pith:2024:K6QUU6MLAL6KJCPSDAA6EY5LYJ

not attested not anchored not stored refs pending

ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO

Daechul Ahn, Dongyeop Kang, Jonghyun Choi, San Kim, Youngjae Yu, Yura Choi

arxiv:2406.11280 v2 · 2024-06-17 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K6QUU6MLAL6KJCPSDAA6EY5LYJ}

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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

1 paper in Pith

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought

Receipt and verification

First computed	2026-07-05T09:58:21.569695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57a14a798b02fca489f21801e263abc27fe3f61213e5db8925aa62472c9f728d

Aliases

arxiv: 2406.11280 · arxiv_version: 2406.11280v2 · doi: 10.48550/arxiv.2406.11280 · pith_short_12: K6QUU6MLAL6K · pith_short_16: K6QUU6MLAL6KJCPS · pith_short_8: K6QUU6ML

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/K6QUU6MLAL6KJCPSDAA6EY5LYJ \
  | 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: 57a14a798b02fca489f21801e263abc27fe3f61213e5db8925aa62472c9f728d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f86a4351b6083e4fde28004fcbc3f79e7e39eecc83d2ce68bd24625fe1b2b382",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-17T07:33:30Z",
    "title_canon_sha256": "557753bf978e2cf045c3b9be708c72e4ddbff31ca3d490760e9091ed16253af8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11280",
    "kind": "arxiv",
    "version": 2
  }
}