Pith Number

pith:L4QHU37A

pith:2021:L4QHU37AATZOHWW7XZNJDLQR62

not attested not anchored not stored refs pending

Visual Transformer for Task-aware Active Learning

Binod Bhattarai, Razvan Caramalau, Tae-Kyun Kim

arxiv:2106.03801 v1 · 2021-06-07 · 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{L4QHU37AATZOHWW7XZNJDLQR62}

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

1 paper in Pith

Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise

Receipt and verification

First computed	2026-07-05T02:46:55.662291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f207a6fe004f2e3dadfbe5a91ae11f681cb8e4b9d3a2e999b338181d04e6e19

Aliases

arxiv: 2106.03801 · arxiv_version: 2106.03801v1 · doi: 10.48550/arxiv.2106.03801 · pith_short_12: L4QHU37AATZO · pith_short_16: L4QHU37AATZOHWW7 · pith_short_8: L4QHU37A

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/L4QHU37AATZOHWW7XZNJDLQR62 \
  | 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: 5f207a6fe004f2e3dadfbe5a91ae11f681cb8e4b9d3a2e999b338181d04e6e19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5911eeff725504a06d0a097caa60f817592794772481aa356fdef0fc6fc2afa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-07T17:13:59Z",
    "title_canon_sha256": "dfae9979ea3a5df1169f78e74514de23f86f3839889e25ad94507491729d8e53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.03801",
    "kind": "arxiv",
    "version": 1
  }
}