pith. sign in
Pith Number

pith:7YO6IPNM

pith:2020:7YO6IPNM5R25VEZK4CRRWF4WY3
not attested not anchored not stored refs pending

Prediction by Anticipation: An Action-Conditional Prediction Method based on Interaction Learning

Elmira Amirloo, Ershad Banijamali, Jun Luo, Mohsen Rohani, Pascal Poupart

arxiv:2012.13478 v1 · 2020-12-25 · cs.LG · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7YO6IPNM5R25VEZK4CRRWF4WY3}

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 2026-07-05T02:02:09.981882Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fe1de43dacec75da932ae0a31b1796c6eb9fd900fa65e4c52a947c039253beed

Aliases

arxiv: 2012.13478 · arxiv_version: 2012.13478v1 · doi: 10.48550/arxiv.2012.13478 · pith_short_12: 7YO6IPNM5R25 · pith_short_16: 7YO6IPNM5R25VEZK · pith_short_8: 7YO6IPNM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7YO6IPNM5R25VEZK4CRRWF4WY3 \
  | 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: fe1de43dacec75da932ae0a31b1796c6eb9fd900fa65e4c52a947c039253beed
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7235203de1925d57e7fdf464548134800e2e21627847dd55bcc78d430a67c068",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-25T01:39:26Z",
    "title_canon_sha256": "7a1a819f3ade7149516b3d0047d364a7b1e3b983e1f5c0a4be0c2503a2f922a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.13478",
    "kind": "arxiv",
    "version": 1
  }
}