Pith Number

pith:J7ORV45W

pith:2021:J7ORV45WXTGSXLTPZS6ZNIUYCL

not attested not anchored not stored refs pending

On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning

Chuang Gan, Kaidi Xu, Meng Wang, Pin-Yu Chen, Ren Wang, Sijia Liu, Tsui-Wei Weng

arxiv:2102.10454 v1 · 2021-02-20 · 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{J7ORV45WXTGSXLTPZS6ZNIUYCL}

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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

Domain-Generalization to Improve Learning in Meta-Learning Algorithms

Receipt and verification

First computed	2026-07-05T02:16:58.071664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4fdd1af3b6bccd2bae6fccbd96a29812db2db17b1341b1a28265523fb54485b0

Aliases

arxiv: 2102.10454 · arxiv_version: 2102.10454v1 · doi: 10.48550/arxiv.2102.10454 · pith_short_12: J7ORV45WXTGS · pith_short_16: J7ORV45WXTGSXLTP · pith_short_8: J7ORV45W

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/J7ORV45WXTGSXLTPZS6ZNIUYCL \
  | 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: 4fdd1af3b6bccd2bae6fccbd96a29812db2db17b1341b1a28265523fb54485b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbed28178c5c2101e116757f4de46b153965d631b00b2b4b869e992346ad6a39",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-20T22:03:04Z",
    "title_canon_sha256": "57b4b9822edaa6d5beda8ed4e68b5e728c4e0e4eb8e2393625cfe844215004e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.10454",
    "kind": "arxiv",
    "version": 1
  }
}