Pith Number

pith:7EQYT6KS

pith:2024:7EQYT6KSBRIDQDFYGO447RVQ6A

not attested not anchored not stored refs pending

Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization

Maxime Fontana, Miaojing Shi, Michael Spratling

arxiv:2412.03179 v1 · 2024-12-04 · 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{7EQYT6KSBRIDQDFYGO447RVQ6A}

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	2026-07-05T09:44:26.004008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f92189f9520c50380cb833b9cfc6b0f008bc22b43947128bf6a91f18f62ed43e

Aliases

arxiv: 2412.03179 · arxiv_version: 2412.03179v1 · doi: 10.48550/arxiv.2412.03179 · pith_short_12: 7EQYT6KSBRID · pith_short_16: 7EQYT6KSBRIDQDFY · pith_short_8: 7EQYT6KS

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/7EQYT6KSBRIDQDFYGO447RVQ6A \
  | 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: f92189f9520c50380cb833b9cfc6b0f008bc22b43947128bf6a91f18f62ed43e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d419ee7b6d6eec5323d366e4d580ebb22b5b14e5fa202776d2b65c19ef72284",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-04T10:05:47Z",
    "title_canon_sha256": "43e9f1f64c87be73e9dab4632bccdaa64be9d3c3b6c3d8e3d9082a7f898f13c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03179",
    "kind": "arxiv",
    "version": 1
  }
}