Pith. sign in
Pith Number

pith:E5NKWYXU

pith:2025:E5NKWYXUUJQAJYCVJT6WYCQB7K
not attested not anchored not stored refs pending

Robustness Evaluation for Video Models with Reinforcement Learning

Antonio Guillen, Ashwin Ramesh Babu, Avisek Naug, Ricardo Luna Gutierrez, Sahand Ghorbanpour, Sajad Mousavi, Soumyendu Sarkar, Vineet Gundecha

arxiv:2506.05431 v1 · 2025-06-05 · cs.CV · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{E5NKWYXUUJQAJYCVJT6WYCQB7K}

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 2026-07-05T11:17:02.552105Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

275aab62f4a26004e0554cfd6c0a01fa909951c466d17fe71ee6e402ca37381b

Aliases

arxiv: 2506.05431 · arxiv_version: 2506.05431v1 · doi: 10.48550/arxiv.2506.05431 · pith_short_12: E5NKWYXUUJQA · pith_short_16: E5NKWYXUUJQAJYCV · pith_short_8: E5NKWYXU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/E5NKWYXUUJQAJYCVJT6WYCQB7K \
  | 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: 275aab62f4a26004e0554cfd6c0a01fa909951c466d17fe71ee6e402ca37381b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d2d6c56c7051213ad42eef5d76c87b429402d3d4dca6afb3124ef7245543bbc3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-05T08:38:09Z",
    "title_canon_sha256": "2576d022898866481f6a5d0e7e446b76c1b4d5c069ebecd1575351f9b096f2e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05431",
    "kind": "arxiv",
    "version": 1
  }
}