Pith Number

pith:DCFKK3X3

pith:2024:DCFKK3X3YHCXLBCEPFO5O75VMZ

not attested not anchored not stored refs pending

Strengthening Layer Interaction via Dynamic Layer Attention

Jian Liu, Kaishen Wang, Tao He, Xun Xia, Zhang Yi

arxiv:2406.13392 v1 · 2024-06-19 · 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{DCFKK3X3YHCXLBCEPFO5O75VMZ}

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

5 papers in Pith

Enhancing Oracle Bone Inscription Recognition via Multi-Scale Layer Attention

Enhancing Layer Interaction Using Key-Correlated Layer Attention

DCSNet: Multiscale Feature Aggregation for Small Medical Object Segmentation with Detection-guided Hierarchical Cropping

Mema: Memory-Augmented Adapter for Enhanced Vision-Language Understanding

HTDC: Hesitation-Triggered Differential Calibration for Mitigating Hallucination in Large Vision-Language Models

Receipt and verification

First computed	2026-07-05T08:34:29.524939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

188aa56efbc1c5758444795dd77fb566552fc8c841a5a53d870b5726d9132d54

Aliases

arxiv: 2406.13392 · arxiv_version: 2406.13392v1 · doi: 10.48550/arxiv.2406.13392 · pith_short_12: DCFKK3X3YHCX · pith_short_16: DCFKK3X3YHCXLBCE · pith_short_8: DCFKK3X3

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/DCFKK3X3YHCXLBCEPFO5O75VMZ \
  | 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: 188aa56efbc1c5758444795dd77fb566552fc8c841a5a53d870b5726d9132d54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9ada69c6141a38bf26c215acfe1fc4cfac63dfd9c773a3683da13c6cf4d3ebc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-19T09:35:14Z",
    "title_canon_sha256": "3420f9347adb9487e8f4827302e820fed34acd970ad9b516dc92103d2d4342fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13392",
    "kind": "arxiv",
    "version": 1
  }
}