Pith Number

pith:AEBHLUQQ

pith:2018:AEBHLUQQINJQDDBTFRR2JRWQ2D

not attested not anchored not stored refs pending

Manifold Mixup: Better Representations by Interpolating Hidden States

Aaron Courville, Alex Lamb, Amir Najafi, Christopher Beckham, David Lopez-Paz, Ioannis Mitliagkas, Vikas Verma, Yoshua Bengio

arxiv:1806.05236 v7 · 2018-06-13 · stat.ML · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AEBHLUQQINJQDDBTFRR2JRWQ2D}

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.

Cited by

4 papers in Pith

Data Interpolating Prediction: Alternative Interpretation of Mixup

Learning Data Augmentation Strategies for Object Detection

Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning

Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification

Receipt and verification

First computed	2026-05-17T23:46:30.376158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

010275d2104353018c332c63a4c6d0d0eb8e32cf60bd42e7230f23394f85f2db

Aliases

arxiv: 1806.05236 · arxiv_version: 1806.05236v7 · doi: 10.48550/arxiv.1806.05236 · pith_short_12: AEBHLUQQINJQ · pith_short_16: AEBHLUQQINJQDDBT · pith_short_8: AEBHLUQQ

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/AEBHLUQQINJQDDBTFRR2JRWQ2D \
  | 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: 010275d2104353018c332c63a4c6d0d0eb8e32cf60bd42e7230f23394f85f2db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfa6dc94d8251733446b8c86303e178e42c1df86d7a9c90143a2ee70698e18a2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-06-13T19:32:59Z",
    "title_canon_sha256": "183c073c2ae63ff60616346b8dcc42c83c3dde3f32a3410c936632765f30cdc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05236",
    "kind": "arxiv",
    "version": 7
  }
}