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Pith Number

pith:FVZODSES

pith:2021:FVZODSESEBKCVHUL5ZQKGPSWF2
not attested not anchored not stored refs pending

Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training

Palash Goyal, Saurabh Sahu

arxiv:2103.10043 v1 · 2021-03-18 · cs.CV · cs.LG · cs.MM

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\usepackage{pith}
\pithnumber{FVZODSESEBKCVHUL5ZQKGPSWF2}

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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 2026-07-05T02:24:15.952988Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2d72e1c89220542a9e8bee60a33e562ea1878a531fc7edf0f6aa1a0f6455c6e9

Aliases

arxiv: 2103.10043 · arxiv_version: 2103.10043v1 · doi: 10.48550/arxiv.2103.10043 · pith_short_12: FVZODSESEBKC · pith_short_16: FVZODSESEBKCVHUL · pith_short_8: FVZODSES
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FVZODSESEBKCVHUL5ZQKGPSWF2 \
  | 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: 2d72e1c89220542a9e8bee60a33e562ea1878a531fc7edf0f6aa1a0f6455c6e9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0ee013d5a93493590f516a18a41b0ad113c1c5c426a32384b3b6346a26a816f3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-03-18T06:39:09Z",
    "title_canon_sha256": "76de83e8c792a561ed36a756055ee7ee09a13a5b874e29659c6b1590b9697f19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.10043",
    "kind": "arxiv",
    "version": 1
  }
}