Pith Number

pith:CILPFYOR

pith:2024:CILPFYORIJPNELXZX233C5BUA7

not attested not anchored not stored refs pending

Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer

Bin Yang, Chenjuan Guo, Kai Zhao, Lujia Pan, Peng Chen, Yang Shu, Yihang Wang, Yuying Qiu, Zhongwen Rao

arxiv:2405.17478 v3 · 2024-05-24 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{CILPFYORIJPNELXZX233C5BUA7}

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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

Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers

Receipt and verification

First computed	2026-07-05T12:06:00.070287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1216f2e1d1425ed22ef9beb7b1743407edaf5b1ee7c8e9cd47186adabb4a5358

Aliases

arxiv: 2405.17478 · arxiv_version: 2405.17478v3 · doi: 10.48550/arxiv.2405.17478 · pith_short_12: CILPFYORIJPN · pith_short_16: CILPFYORIJPNELXZ · pith_short_8: CILPFYOR

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/CILPFYORIJPNELXZX233C5BUA7 \
  | 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: 1216f2e1d1425ed22ef9beb7b1743407edaf5b1ee7c8e9cd47186adabb4a5358

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "499b2fe30c0eb7c6754c7b127a7fbabbbddb192ca7f3b4329c30f2d38a5e581f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T06:01:09Z",
    "title_canon_sha256": "bb389caa9b8b72022b02d8bde9398deb293c7cca576a203a5250bfd7005261db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17478",
    "kind": "arxiv",
    "version": 3
  }
}