Pith Number

pith:Z4GJS42E

pith:2020:Z4GJS42EUE6WLUPYVCRNCLXVMS

not attested not anchored not stored refs pending

Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation

Adrian K\"oring, Dengxin Dai, Luc Van Gool, Lukas Hoyer, Suman Saha, Yuhua Chen

arxiv:2012.10782 v2 · 2020-12-19 · 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{Z4GJS42EUE6WLUPYVCRNCLXVMS}

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

How to Relieve Distribution Shifts in Semantic Segmentation for Off-Road Environments

Receipt and verification

First computed	2026-07-05T02:28:54.511766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf0c997344a13d65d1f8a8a2d12ef5649299964c8b515397651e1422de83ad3d

Aliases

arxiv: 2012.10782 · arxiv_version: 2012.10782v2 · doi: 10.48550/arxiv.2012.10782 · pith_short_12: Z4GJS42EUE6W · pith_short_16: Z4GJS42EUE6WLUPY · pith_short_8: Z4GJS42E

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/Z4GJS42EUE6WLUPYVCRNCLXVMS \
  | 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: cf0c997344a13d65d1f8a8a2d12ef5649299964c8b515397651e1422de83ad3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3a74d4feaede2fa0efa28ae27f06713403e969a3e1c6f66d53376b25b942c1d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-12-19T21:18:03Z",
    "title_canon_sha256": "79c8aee70ee94149058ee7f2ffb0fa28617d66356a1857ec5325feb4be4f732d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.10782",
    "kind": "arxiv",
    "version": 2
  }
}