Pith. sign in
Pith Number

pith:LBSVOBZX

pith:2022:LBSVOBZXVU7PJDH53JYPTHWFWO
not attested not anchored not stored refs pending

DM$^2$S$^2$: Deep Multi-Modal Sequence Sets with Hierarchical Modality Attention

Hitoshi Iyatomi, Riku Togashi, Shunsuke Kitada, Yuki Iwazaki

arxiv:2209.03126 v2 · 2022-09-07 · cs.MM · cs.AI · cs.CL · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LBSVOBZXVU7PJDH53JYPTHWFWO}

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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 2026-07-05T05:18:06.807576Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5865570737ad3ef48cfdda70f99ec5b3bf39ec5b89f12fb4833445f978de895f

Aliases

arxiv: 2209.03126 · arxiv_version: 2209.03126v2 · doi: 10.48550/arxiv.2209.03126 · pith_short_12: LBSVOBZXVU7P · pith_short_16: LBSVOBZXVU7PJDH5 · pith_short_8: LBSVOBZX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LBSVOBZXVU7PJDH53JYPTHWFWO \
  | 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: 5865570737ad3ef48cfdda70f99ec5b3bf39ec5b89f12fb4833445f978de895f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0b32bdf8770c3f6ea5d829861b8e72b498992551040cca1e641b3326ec6d4030",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2022-09-07T13:25:09Z",
    "title_canon_sha256": "c67474b0926d5fd42d6abd5ccfcf4f020aea7c85ec18af86ae28db5602e23a0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.03126",
    "kind": "arxiv",
    "version": 2
  }
}