Pith Number

pith:IAMMPMFQ

pith:2020:IAMMPMFQ2QBAHB22JMRZOEDFNS

not attested not anchored not stored refs pending

Representation Learning via Invariant Causal Mechanisms

Brian McWilliams, Charles Blundell, Jacob Walker, Jovana Mitrovic, Lars Buesing

arxiv:2010.07922 v1 · 2020-10-15 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IAMMPMFQ2QBAHB22JMRZOEDFNS}

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

6 papers in Pith

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting

Entity-Centric World Models: Interaction-Aware Masking for Causal Video Prediction

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Revisiting Feature Prediction for Learning Visual Representations from Video

Receipt and verification

First computed	2026-07-05T01:43:21.961108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4018c7b0b0d40203875a4b239710656c862287111191db8ca1ff47ee5cecae64

Aliases

arxiv: 2010.07922 · arxiv_version: 2010.07922v1 · doi: 10.48550/arxiv.2010.07922 · pith_short_12: IAMMPMFQ2QBA · pith_short_16: IAMMPMFQ2QBAHB22 · pith_short_8: IAMMPMFQ

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/IAMMPMFQ2QBAHB22JMRZOEDFNS \
  | 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: 4018c7b0b0d40203875a4b239710656c862287111191db8ca1ff47ee5cecae64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53fc5c5aad19f0b47f08a72b000d08334fb86520f20e23ac922627ff3d503c1f",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-15T17:53:37Z",
    "title_canon_sha256": "427f5bc9ed4ad001f378409276613cde78b3d2f61a305b3a255b10ffa123c290"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.07922",
    "kind": "arxiv",
    "version": 1
  }
}