Pith Number

pith:K46VPWDP

pith:2022:K46VPWDPSHAWKGC7HUYQSHMPKR

not attested not anchored not stored refs pending

Test-Time Adaptation via Self-Training with Nearest Neighbor Information

Hye Won Chung, Minguk Jang, Sae-Young Chung

arxiv:2207.10792 v2 · 2022-07-08 · 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{K46VPWDPSHAWKGC7HUYQSHMPKR}

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.

Cited by

3 papers in Pith

Hierarchical Consistency Learning for Test-time Adaptation in Camouflage Perception

Sample-wise Targeted Adversarial Attacks on Test-time Adaptation

GoTTA be Diverse: Rethinking Memory Policies for Test-Time Adaptation

Receipt and verification

First computed	2026-07-05T05:46:18.184180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

573d57d86f91c165185f3d31091d8f544b89b1cfafa7d01b22d5b8fb5286628f

Aliases

arxiv: 2207.10792 · arxiv_version: 2207.10792v2 · doi: 10.48550/arxiv.2207.10792 · pith_short_12: K46VPWDPSHAW · pith_short_16: K46VPWDPSHAWKGC7 · pith_short_8: K46VPWDP

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/K46VPWDPSHAWKGC7HUYQSHMPKR \
  | 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: 573d57d86f91c165185f3d31091d8f544b89b1cfafa7d01b22d5b8fb5286628f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3fd70a29e06c4cae0c735feb1045f85ac98f8ab0bd3e713ec7eb2aa294ad238",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-08T05:02:15Z",
    "title_canon_sha256": "c0cbfa8141b9c6d71f637f620f5c644c3f0328a0365dc2b5c33492d13aa0ab04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.10792",
    "kind": "arxiv",
    "version": 2
  }
}