Pith Number

pith:NL7A2FBF

pith:2025:NL7A2FBFWDBPQXVIKCZO5PPA6A

not attested not anchored not stored refs pending

A Survey on Efficient Vision-Language Models

Anuradha Ravi, Emon Dey, Gaurav Shinde, Milind Rampure, Nirmalya Roy, Shadman Sakib

arxiv:2504.09724 v3 · 2025-04-13 · 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{NL7A2FBFWDBPQXVIKCZO5PPA6A}

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

2 papers in Pith

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects

Integration of Object Detection and Small VLMs for Construction Safety Hazard Identification

Receipt and verification

First computed	2026-07-05T11:30:22.331128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6afe0d1425b0c2f85ea850b2eebde0f034994c1c8d3ab2c18757b4889e2c7a2f

Aliases

arxiv: 2504.09724 · arxiv_version: 2504.09724v3 · doi: 10.48550/arxiv.2504.09724 · pith_short_12: NL7A2FBFWDBP · pith_short_16: NL7A2FBFWDBPQXVI · pith_short_8: NL7A2FBF

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/NL7A2FBFWDBPQXVIKCZO5PPA6A \
  | 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: 6afe0d1425b0c2f85ea850b2eebde0f034994c1c8d3ab2c18757b4889e2c7a2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66c8f29c453612087b04dfa7b6906be7e6d42de97265570b91805b45169f5f97",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-13T21:12:24Z",
    "title_canon_sha256": "11abb33544857b50fe53056827a90109c3c88e2c1c8b19b193b754e8d5744ae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09724",
    "kind": "arxiv",
    "version": 3
  }
}