Pith Number

pith:AZSRTZI7

pith:2025:AZSRTZI7MRV6QIJ62E6PJXT7JC

not attested not anchored not stored refs pending

LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation

Alexander Wong, Bavesh Balaji, Chang Liu, C Thomas, Kwei-Herng Lai, Raviteja Vemulapalli, Saad Hossain, Sirisha Rambhatla

arxiv:2503.12780 v1 · 2025-03-17 · cs.CV · cs.AI · cs.LG · eess.IV · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZSRTZI7MRV6QIJ62E6PJXT7JC}

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

Dual-Foundation Models for Unsupervised Domain Adaptation

Receipt and verification

First computed	2026-07-05T10:32:45.999603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

066519e51f646be8213ed13cf4de7f48bcf6a841dcf76ec8417db807d17f0b7e

Aliases

arxiv: 2503.12780 · arxiv_version: 2503.12780v1 · doi: 10.48550/arxiv.2503.12780 · pith_short_12: AZSRTZI7MRV6 · pith_short_16: AZSRTZI7MRV6QIJ6 · pith_short_8: AZSRTZI7

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/AZSRTZI7MRV6QIJ62E6PJXT7JC \
  | 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: 066519e51f646be8213ed13cf4de7f48bcf6a841dcf76ec8417db807d17f0b7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48f59960625ddbe429dc66f1a96289dd5339e544ae46b3c8976d755f8ed77df1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-17T03:33:28Z",
    "title_canon_sha256": "6294b2d2bc2bc4560c84b37912f60a86ac6b686dccc8c4db227b4ffd28ee3284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12780",
    "kind": "arxiv",
    "version": 1
  }
}