Pith Number

pith:MXR65Z45

pith:2025:MXR65Z453C7VPOLT7HP7KFJ6L7

not attested not anchored not stored refs pending

Balance-aware Sequence Sampling Makes Multi-modal Learning Better

Zhi-Hao Guan

arxiv:2501.01470 v1 · 2025-01-01 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MXR65Z453C7VPOLT7HP7KFJ6L7}

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	2026-07-05T09:56:25.235118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65e3eee79dd8bf57b973f9dff5153e5fc18f1fd62621dac6609a1d9fe63cde5e

Aliases

arxiv: 2501.01470 · arxiv_version: 2501.01470v1 · doi: 10.48550/arxiv.2501.01470 · pith_short_12: MXR65Z453C7V · pith_short_16: MXR65Z453C7VPOLT · pith_short_8: MXR65Z45

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/MXR65Z453C7VPOLT7HP7KFJ6L7 \
  | 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: 65e3eee79dd8bf57b973f9dff5153e5fc18f1fd62621dac6609a1d9fe63cde5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62ad7ce7a3353a9ae371d21b28c2dad666ac36802561097a155619b0758f3bd3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-01T06:19:55Z",
    "title_canon_sha256": "3ea7f5f2ee51cd67e8c62c82c7389ad76bea1a9fff6e48d3b0e7d3a889452bb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01470",
    "kind": "arxiv",
    "version": 1
  }
}