Pith Number

pith:TID6ZCXY

pith:2022:TID6ZCXY3QUEPT2AHWIB6P5Z5M

not attested not anchored not stored refs pending

MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences

Hui Chen, Min-Yen Kan, Soujanya Poria, Wei Han

arxiv:2210.12798 v1 · 2022-10-23 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{TID6ZCXY3QUEPT2AHWIB6P5Z5M}

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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.

Cited by

2 papers in Pith

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection

Bridging the Missing-Modality Gap: Improving Text-Only Calibration of Vision Language Models

Receipt and verification

First computed	2026-07-05T05:09:32.964932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a07ec8af8dc2847cf403d901f3fb9eb17a0dd607c769daf33c61d735bd4a47c

Aliases

arxiv: 2210.12798 · arxiv_version: 2210.12798v1 · doi: 10.48550/arxiv.2210.12798 · pith_short_12: TID6ZCXY3QUE · pith_short_16: TID6ZCXY3QUEPT2A · pith_short_8: TID6ZCXY

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/TID6ZCXY3QUEPT2AHWIB6P5Z5M \
  | 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: 9a07ec8af8dc2847cf403d901f3fb9eb17a0dd607c769daf33c61d735bd4a47c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22174a067b150a587894b3fc9984f575bc2380c1ca7487941554ab9d1fcb3eb7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-23T17:44:56Z",
    "title_canon_sha256": "eb0b242d63976d71c9cddf27e55a6959c1e8f81c1ea41cf9bf4ef882c6dbd2ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12798",
    "kind": "arxiv",
    "version": 1
  }
}