Pith Number

pith:TWRHV3J6

pith:2023:TWRHV3J6JGI2U3K2DGRDNQZ5I7

not attested not anchored not stored refs pending

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning

Anahita Bhiwandiwalla, Bei Li, Chenfei Wu, Nan Duan, Shachar Rosenman, Shao-Yen Tseng, Vasudev Lal, Wanxiang Che, Xiao Xu

arxiv:2306.00103 v1 · 2023-05-31 · cs.CV · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TWRHV3J6JGI2U3K2DGRDNQZ5I7}

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	2026-07-05T06:16:21.429443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9da27aed3e4991aa6d5a19a236c33d47d26623e9f0317a7fdb959a6fab7a5946

Aliases

arxiv: 2306.00103 · arxiv_version: 2306.00103v1 · doi: 10.48550/arxiv.2306.00103 · pith_short_12: TWRHV3J6JGI2 · pith_short_16: TWRHV3J6JGI2U3K2 · pith_short_8: TWRHV3J6

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/TWRHV3J6JGI2U3K2DGRDNQZ5I7 \
  | 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: 9da27aed3e4991aa6d5a19a236c33d47d26623e9f0317a7fdb959a6fab7a5946

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf9437b72d7f82abfa883572071f60f5ec3531a995fb752d76d4ea1a860ac7fe",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-31T18:23:57Z",
    "title_canon_sha256": "fd173f6fc9a4b9a5442c61ae3949b18bab5e180cc341d0ea65c0990eac2ac980"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00103",
    "kind": "arxiv",
    "version": 1
  }
}