Pith Number

pith:F4IVGLGV

pith:2025:F4IVGLGVYWV2LEELCP24RBGSTQ

not attested not anchored not stored refs pending

E4: Energy-Efficient DNN Inference for Edge Video Analytics Via Early-Exit and DVFS

Changyao Lin, Jie Liu, Ming-Ching Chang, Yang Zhao, Ziyang Zhang

arxiv:2503.04865 v1 · 2025-03-06 · 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{F4IVGLGVYWV2LEELCP24RBGSTQ}

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	2026-07-05T10:25:50.660804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f11532cd5c5aba5908b13f5c884d29c32edf7def81f47e8155b53f72ab2c11f

Aliases

arxiv: 2503.04865 · arxiv_version: 2503.04865v1 · doi: 10.48550/arxiv.2503.04865 · pith_short_12: F4IVGLGVYWV2 · pith_short_16: F4IVGLGVYWV2LEEL · pith_short_8: F4IVGLGV

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/F4IVGLGVYWV2LEELCP24RBGSTQ \
  | 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: 2f11532cd5c5aba5908b13f5c884d29c32edf7def81f47e8155b53f72ab2c11f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e3554669879aba5f3b4b909b1c0f2de3238f316e00670cecd85432c5ee0c709",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-06T10:41:28Z",
    "title_canon_sha256": "5399826617485cb0b6bc56f995477434a67053e6e8faa400fbdbbe851e5fef9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04865",
    "kind": "arxiv",
    "version": 1
  }
}