Pith Number

pith:BXTRLI5F

pith:2022:BXTRLI5FOJLTTPBEEJ3ML37BAA

not attested not anchored not stored refs pending

DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks

Francesco Barbato, Giulia Rizzoli, Pietro Zanuttigh

arxiv:2211.04188 v2 · 2022-11-08 · 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{BXTRLI5FOJLTTPBEEJ3ML37BAA}

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	2026-07-05T05:54:55.839976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0de715a3a5725739bc242276c5efe10000a26609dee10780126c3fd111d0e16c

Aliases

arxiv: 2211.04188 · arxiv_version: 2211.04188v2 · doi: 10.48550/arxiv.2211.04188 · pith_short_12: BXTRLI5FOJLT · pith_short_16: BXTRLI5FOJLTTPBE · pith_short_8: BXTRLI5F

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/BXTRLI5FOJLTTPBEEJ3ML37BAA \
  | 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: 0de715a3a5725739bc242276c5efe10000a26609dee10780126c3fd111d0e16c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "815f875a694805c017045127abdb3f28473541cc035751f34650ac81c16632e6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-08T12:01:31Z",
    "title_canon_sha256": "4341312c927cc1ef32dcaeb9d2c627bcd93b5099f48edfbabe5a7f3c54dc8232"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04188",
    "kind": "arxiv",
    "version": 2
  }
}