Pith Number

pith:TSRKERHZ

pith:2026:TSRKERHZ3TWIAGX3VGIJPJ7QNW

not attested not anchored not stored refs pending

Reliability-Guided Adaptive Ensembling for Robust Test-Time Adaptation

Adam Koziak, Yuhong Guo

arxiv:2606.22351 v1 · 2026-06-21 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TSRKERHZ3TWIAGX3VGIJPJ7QNW}

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	2026-06-23T02:13:35.492902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ca2a244f9dcec801afba99097a7f06dbfe9abb58eb1eae5389f2327e2fe8579

Aliases

arxiv: 2606.22351 · arxiv_version: 2606.22351v1 · doi: 10.48550/arxiv.2606.22351 · pith_short_12: TSRKERHZ3TWI · pith_short_16: TSRKERHZ3TWIAGX3 · pith_short_8: TSRKERHZ

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/TSRKERHZ3TWIAGX3VGIJPJ7QNW \
  | 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: 9ca2a244f9dcec801afba99097a7f06dbfe9abb58eb1eae5389f2327e2fe8579

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9587d3e915e2412956ccc4d6c5c1726d8e6b210432e906bce22fe3b11ef40227",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-21T06:20:22Z",
    "title_canon_sha256": "9df89180590896d05565af67b140ce59c792e30f17abd773ad083a7a7c8108fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22351",
    "kind": "arxiv",
    "version": 1
  }
}