Pith Number

pith:2Z6RSOCP

pith:2026:2Z6RSOCPJ7EFOAE6OSY5M47ES6

not attested not anchored not stored refs pending

QATMA: Quantization-Aware Training with Multimodal Alignment for Open-Vocabulary Object Detection

Brent Byunghoon Kang, Donghwa Kang, Hyeongboo Baek, Insoo Kim, Jibum Kim, Jinyeong Park, Seunghwan An

arxiv:2603.05964 v3 · 2026-03-06 · 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{2Z6RSOCPJ7EFOAE6OSY5M47ES6}

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	2026-07-24T01:23:07.011715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d67d19384f4fc857009e74b1d673e497ba0d9fd3914ce061b2bb33db8b13d50c

Aliases

arxiv: 2603.05964 · arxiv_version: 2603.05964v3 · doi: 10.48550/arxiv.2603.05964 · pith_short_12: 2Z6RSOCPJ7EF · pith_short_16: 2Z6RSOCPJ7EFOAE6 · pith_short_8: 2Z6RSOCP

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/2Z6RSOCPJ7EFOAE6OSY5M47ES6 \
  | 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: d67d19384f4fc857009e74b1d673e497ba0d9fd3914ce061b2bb33db8b13d50c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89398f108e17a5fa596fa84b74a742ee5f2fe76eff8d29e320190f5eaf72961c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-03-06T06:57:55Z",
    "title_canon_sha256": "eca555a3845d3cb95fee75d0c27944c55c9199a03e31b90c3bd116e164b1c9fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.05964",
    "kind": "arxiv",
    "version": 3
  }
}