Pith Number

pith:YWP6SHMG

pith:2026:YWP6SHMGEDFZPI3O7JKERS752S

not attested not anchored not stored refs pending

Why Not Hyperparameter-Friendly Optimisation? A Monotonic Adaptive Norm Rescaling Approach For Long-Tailed Recognition

Chenqi Li, Shuo Zhang, Tingting Zhu

arxiv:2606.02526 v1 · 2026-06-01 · cs.CV · 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{YWP6SHMGEDFZPI3O7JKERS752S}

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	2026-06-02T03:05:08.612169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c59fe91d8620cb97a36efa5448cbfdd49f228c400efe4ae3723c548f31720c1f

Aliases

arxiv: 2606.02526 · arxiv_version: 2606.02526v1 · doi: 10.48550/arxiv.2606.02526 · pith_short_12: YWP6SHMGEDFZ · pith_short_16: YWP6SHMGEDFZPI3O · pith_short_8: YWP6SHMG

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/YWP6SHMGEDFZPI3O7JKERS752S \
  | 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: c59fe91d8620cb97a36efa5448cbfdd49f228c400efe4ae3723c548f31720c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb7532148049931f069af2ab8313ce575c2b68874c3fdc22e77bab47d818d4fa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-01T17:34:38Z",
    "title_canon_sha256": "09f5171dadbb4f096291bbdae3916d6d1b42bd768dc81808ab450f20ff599f50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02526",
    "kind": "arxiv",
    "version": 1
  }
}