Pith Number

pith:N3GKM7WT

pith:2026:N3GKM7WTRFU3CFYNJLCAQ4YWIW

not attested not anchored not stored refs pending

ROBUST-WT: Robust Uncertainty-aware Segmentation Transform via Whitening and Training Enhancements

Aqsa Naseer, Maryam Bibi, Muhammad Khurram Shahzad, Syeda Samiya Urooj

arxiv:2606.03069 v1 · 2026-06-02 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N3GKM7WTRFU3CFYNJLCAQ4YWIW}

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	2026-06-03T01:05:30.832662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ecca67ed38969b1170d4ac408731645930fe9d816f879ec5e48d92b0a88e0b6

Aliases

arxiv: 2606.03069 · arxiv_version: 2606.03069v1 · doi: 10.48550/arxiv.2606.03069 · pith_short_12: N3GKM7WTRFU3 · pith_short_16: N3GKM7WTRFU3CFYN · pith_short_8: N3GKM7WT

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/N3GKM7WTRFU3CFYNJLCAQ4YWIW \
  | 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: 6ecca67ed38969b1170d4ac408731645930fe9d816f879ec5e48d92b0a88e0b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c68b91ac30c52da79961ea157ab29eb4f9052e5fa97b3c41ac0582d0c17044f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-02T02:59:35Z",
    "title_canon_sha256": "e163f23b4fc1e6116e1c15844af78f2886d300776525ed4c9c7300b1e204d265"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03069",
    "kind": "arxiv",
    "version": 1
  }
}