Pith Number

pith:DU3Q5YQD

pith:2023:DU3Q5YQDKSWON3Z4A3AOWAT55G

not attested not anchored not stored refs pending

DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation

Bowen Yin, Li Liu, Ming-Ming Cheng, Qibin Hou, Xuying Zhang, Zhongyu Li

arxiv:2309.09668 v2 · 2023-09-18 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DU3Q5YQDKSWON3Z4A3AOWAT55G}

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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

3 papers in Pith

Visual Place Recognition in Forests with Depth-Aware Distillation

SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge

CrossWeaver: Cross-modal Weaving for Arbitrary-Modality Semantic Segmentation

Receipt and verification

First computed	2026-07-05T07:42:20.023565Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d370ee20354ace6ef3c06c0eb027de99f13203bbd7e5537040c936402780a9b

Aliases

arxiv: 2309.09668 · arxiv_version: 2309.09668v2 · doi: 10.48550/arxiv.2309.09668 · pith_short_12: DU3Q5YQDKSWO · pith_short_16: DU3Q5YQDKSWON3Z4 · pith_short_8: DU3Q5YQD

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/DU3Q5YQDKSWON3Z4A3AOWAT55G \
  | 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: 1d370ee20354ace6ef3c06c0eb027de99f13203bbd7e5537040c936402780a9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "833fa065298051ab97ce28bee457507cbd56097f4115c922770013987eba6702",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-18T11:09:11Z",
    "title_canon_sha256": "9910a54c32ec66359678d2302c5616333614d0fdea0938021bd8de88e26ca5fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09668",
    "kind": "arxiv",
    "version": 2
  }
}