Pith Number

pith:GH4HPHRB

pith:2024:GH4HPHRB6JCUEYHVRGZ7EQAJDM

not attested not anchored not stored refs pending

SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning

Juhua Hu, Qi Qian, Yuanhong Xu

arxiv:2408.13351 v1 · 2024-08-23 · 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{GH4HPHRB6JCUEYHVRGZ7EQAJDM}

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	2026-07-05T08:58:49.165737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31f8779e21f2454260f589b3f240091b1e1c3ce9f8a4a40cede7d15838957742

Aliases

arxiv: 2408.13351 · arxiv_version: 2408.13351v1 · doi: 10.48550/arxiv.2408.13351 · pith_short_12: GH4HPHRB6JCU · pith_short_16: GH4HPHRB6JCUEYHV · pith_short_8: GH4HPHRB

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/GH4HPHRB6JCUEYHVRGZ7EQAJDM \
  | 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: 31f8779e21f2454260f589b3f240091b1e1c3ce9f8a4a40cede7d15838957742

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42e3b5a2ce1daf9f2e837e80624b444c1d6557988b7638f9f60ed1d2984706ca",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-23T19:55:13Z",
    "title_canon_sha256": "2a129dd35f434b3ce85503fe5f594b84a62a1b5dac79ef0daa80915bd5aabb84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13351",
    "kind": "arxiv",
    "version": 1
  }
}