Pith Number

pith:P2I5UG6B

pith:2025:P2I5UG6BDWPIIIVIVQ6MZUIATE

not attested not anchored not stored refs pending

A Survey on Efficiency Optimization Techniques for DNN-based Video Analytics: Process Systems, Algorithms, and Applications

and Jian Xiao, Ce Yu, Chao Sun, Chunjiang Wang, Hao Fu, Hsinyu Luo, Rui Huang, Shanjiang Tang, Yusen Li

arxiv:2507.15628 v1 · 2025-07-21 · 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{P2I5UG6BDWPIIIVIVQ6MZUIATE}

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	2026-07-05T11:40:40.775041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e91da1bc11d9e8422a8ac3cccd100993c7d52432c5bc25851cbbbf5d5164882

Aliases

arxiv: 2507.15628 · arxiv_version: 2507.15628v1 · doi: 10.48550/arxiv.2507.15628 · pith_short_12: P2I5UG6BDWPI · pith_short_16: P2I5UG6BDWPIIIVI · pith_short_8: P2I5UG6B

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/P2I5UG6BDWPIIIVIVQ6MZUIATE \
  | 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: 7e91da1bc11d9e8422a8ac3cccd100993c7d52432c5bc25851cbbbf5d5164882

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83bb8344f978e0bf052084921cddc226b8c87dfb9d89ab89e730739639eaba38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-21T13:52:06Z",
    "title_canon_sha256": "a0da5b385be250380e87017a8b7002578e1b790b4a0d37dcf22ee3c79eaa74d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15628",
    "kind": "arxiv",
    "version": 1
  }
}