Pith Number

pith:IRFSX2YI

pith:2024:IRFSX2YIRTN4MLS6RUJ3A6FGKR

not attested not anchored not stored refs pending

Towards Adversarial Robustness of Model-Level Mixture-of-Experts Architectures for Semantic Segmentation

Enrico Eisen, J. Marius Z\"ollner, Svetlana Pavlitska

arxiv:2412.11608 v1 · 2024-12-16 · cs.CV · 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{IRFSX2YIRTN4MLS6RUJ3A6FGKR}

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	2026-07-05T09:49:48.376868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

444b2beb088cdbc62e5e8d13b078a654527b0a266f4f09b73079c01533cde097

Aliases

arxiv: 2412.11608 · arxiv_version: 2412.11608v1 · doi: 10.48550/arxiv.2412.11608 · pith_short_12: IRFSX2YIRTN4 · pith_short_16: IRFSX2YIRTN4MLS6 · pith_short_8: IRFSX2YI

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/IRFSX2YIRTN4MLS6RUJ3A6FGKR \
  | 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: 444b2beb088cdbc62e5e8d13b078a654527b0a266f4f09b73079c01533cde097

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dc43c83005009ba4eb2b6113a37336761811b072b4d4632231f93fa6c88f7a1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-16T09:49:59Z",
    "title_canon_sha256": "f072266a1396affd7fcc7ede89e6c7ca2c04d11287d9b22f0b64b764274cdc32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11608",
    "kind": "arxiv",
    "version": 1
  }
}