Pith Number

pith:BFLV43RX

pith:2024:BFLV43RX3SXZWYEWKJLHJMBCGH

not attested not anchored not stored refs pending

Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation

Chenggong Ni, Fan Lyu, Fuyuan Hu, Jiayao Tan, Liang Wang, Shaochuang Zhao, Tingliang Feng, Zhang Zhang

arxiv:2406.02609 v2 · 2024-06-03 · 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{BFLV43RX3SXZWYEWKJLHJMBCGH}

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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

Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions

Receipt and verification

First computed	2026-07-05T08:43:10.429736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09575e6e37dcaf9b6096525674b02231c258796c96472becbdcdf37ec5efe4ae

Aliases

arxiv: 2406.02609 · arxiv_version: 2406.02609v2 · doi: 10.48550/arxiv.2406.02609 · pith_short_12: BFLV43RX3SXZ · pith_short_16: BFLV43RX3SXZWYEW · pith_short_8: BFLV43RX

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/BFLV43RX3SXZWYEWKJLHJMBCGH \
  | 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: 09575e6e37dcaf9b6096525674b02231c258796c96472becbdcdf37ec5efe4ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "715298fa4b1d173b9395dfc26083ebb2be4eaf322c0f91f17de1c0571b6986ba",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-03T04:09:36Z",
    "title_canon_sha256": "052cf81ea2ff865c91a3a8c2bf30b71ecbc211834dae1861a2cb7f85dfd6d73c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02609",
    "kind": "arxiv",
    "version": 2
  }
}