Pith Number

pith:5ZTT2SG5

pith:2025:5ZTT2SG5EM4GH2ATLTKDPHOO4R

not attested not anchored not stored refs pending

Secure and Storage-Efficient Deep Learning Models for Edge AI Using Automatic Weight Generation

Atri Chatterjee, Habibur Rahaman, Swarup Bhunia

arxiv:2507.06380 v1 · 2025-07-08 · cs.LG · cs.AI · 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{5ZTT2SG5EM4GH2ATLTKDPHOO4R}

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	2026-07-05T11:34:14.737637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee673d48dd233863e8135cd4379dcee44eac6d576bd59667dd4ab507f98466f8

Aliases

arxiv: 2507.06380 · arxiv_version: 2507.06380v1 · doi: 10.48550/arxiv.2507.06380 · pith_short_12: 5ZTT2SG5EM4G · pith_short_16: 5ZTT2SG5EM4GH2AT · pith_short_8: 5ZTT2SG5

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/5ZTT2SG5EM4GH2ATLTKDPHOO4R \
  | 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: ee673d48dd233863e8135cd4379dcee44eac6d576bd59667dd4ab507f98466f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb91cc87ebf4321eb8e86dcf6edd986490d31a18e1be98b77a5895f37ad7b3cd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-08T20:33:02Z",
    "title_canon_sha256": "d5cb3ff3ad897ffda586352746c4241b0a5556fe954e8419702bd153a6a5e6d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06380",
    "kind": "arxiv",
    "version": 1
  }
}