Pith Number

pith:EE7SJRG5

pith:2019:EE7SJRG5PTNDSD7UJRG4ETRMUY

not attested not anchored not stored refs pending

DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation

Karthik Ramani, Min Liu, Zongyue Zhao

arxiv:1907.12022 v2 · 2019-07-28 · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EE7SJRG5PTNDSD7UJRG4ETRMUY}

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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

1 paper in Pith

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Receipt and verification

First computed	2026-07-05T00:28:23.504554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

213f24c4dd7cda390ff44c4dc24e2ca639c47c56fd58106e14d0254925b2c368

Aliases

arxiv: 1907.12022 · arxiv_version: 1907.12022v2 · doi: 10.48550/arxiv.1907.12022 · pith_short_12: EE7SJRG5PTND · pith_short_16: EE7SJRG5PTNDSD7U · pith_short_8: EE7SJRG5

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/EE7SJRG5PTNDSD7UJRG4ETRMUY \
  | 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: 213f24c4dd7cda390ff44c4dc24e2ca639c47c56fd58106e14d0254925b2c368

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f2f84efb51334226bb06cfee9cff58dcc4f3a851f2257dc8560b31a6c4200c8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-07-28T06:23:19Z",
    "title_canon_sha256": "b51160ea42e1dd08a7737aaa530f6ea3382b05292a1256aa194510ce492f0029"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.12022",
    "kind": "arxiv",
    "version": 2
  }
}