Pith Number

pith:WN4NYAUM

pith:2025:WN4NYAUMHMAXSTCTR65NGNGPVR

not attested not anchored not stored refs pending

Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models

Eunji Kim, Mingi Jung, Saehyung Lee, Sungroh Yoon

arxiv:2502.01419 v2 · 2025-02-03 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WN4NYAUMHMAXSTCTR65NGNGPVR}

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

8 papers in Pith

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation

Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation

Addressing Exacerbated Attention Sink for Source-Free Cross-Domain Few-Shot Learning

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework

Receipt and verification

First computed	2026-07-05T11:15:42.474672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b378dc028c3b01794c538fbad334cfac60b693196ed9a7efe3510f2fc7aa692c

Aliases

arxiv: 2502.01419 · arxiv_version: 2502.01419v2 · doi: 10.48550/arxiv.2502.01419 · pith_short_12: WN4NYAUMHMAX · pith_short_16: WN4NYAUMHMAXSTCT · pith_short_8: WN4NYAUM

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/WN4NYAUMHMAXSTCTR65NGNGPVR \
  | 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: b378dc028c3b01794c538fbad334cfac60b693196ed9a7efe3510f2fc7aa692c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd4ede834370d6cb78cb16237021a691c2647a42599eb18e0f0fe9e13e355e31",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-03T14:58:11Z",
    "title_canon_sha256": "f5605280e79c7f72bcf0ec540d408c8c73c461941637e1ade066e863f815526e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01419",
    "kind": "arxiv",
    "version": 2
  }
}