Pith Number

pith:TBRQCMYO

pith:2021:TBRQCMYO5DLBKCUN5N6HN3WUJR

not attested not anchored not stored refs pending

Likelihood Training of Schr\"odinger Bridge using Forward-Backward SDEs Theory

Evangelos A. Theodorou, Guan-Horng Liu, Tianrong Chen

arxiv:2110.11291 v5 · 2021-10-21 · stat.ML · cs.LG · math.AP · math.OC

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\usepackage{pith}
\pithnumber{TBRQCMYO5DLBKCUN5N6HN3WUJR}

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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

6 papers in Pith

SB-RF: Schr\"odinger Bridge Rectified Flow for One-Step Robust Speech Enhancement

MedShift: Implicit Conditional Transport for X-Ray Domain Adaptation

The Ensemble Schr{\"o}dinger Bridge filter for Nonlinear Data Assimilation

Unifying Deep Stochastic Processes for Image Enhancement

Generative optimal transport via forward-backward HJB matching

Receipt and verification

First computed	2026-07-05T05:57:09.854731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

986301330ee8d6150a8deb7c76eed44c60f93747d11d26c2a4b707ae61dca8b6

Aliases

arxiv: 2110.11291 · arxiv_version: 2110.11291v5 · doi: 10.48550/arxiv.2110.11291 · pith_short_12: TBRQCMYO5DLB · pith_short_16: TBRQCMYO5DLBKCUN · pith_short_8: TBRQCMYO

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/TBRQCMYO5DLBKCUN5N6HN3WUJR \
  | 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: 986301330ee8d6150a8deb7c76eed44c60f93747d11d26c2a4b707ae61dca8b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1107d7a9007f801a6ef297eafa4b57c9cf54692e40d8382e9e962466f2c7761",
    "cross_cats_sorted": [
      "cs.LG",
      "math.AP",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-10-21T17:18:59Z",
    "title_canon_sha256": "1e1300a0e09021976fe2949553a436254e1cb184a0f29b2c36ab7711c851c07f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11291",
    "kind": "arxiv",
    "version": 5
  }
}