Pith Number

pith:RV5VLLIL

pith:2022:RV5VLLILUVVKRIPJEYICPAKEEC

not attested not anchored not stored refs pending

Balanced Multimodal Learning via On-the-fly Gradient Modulation

Andong Deng, Di Hu, Dong Wang, Xiaokang Peng, Yake Wei

arxiv:2203.15332 v1 · 2022-03-29 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RV5VLLILUVVKRIPJEYICPAKEEC}

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.

Cited by

1 paper in Pith

Boosting Multimodal Federated Learning via Chained Modality Optimization

Receipt and verification

First computed	2026-07-05T04:09:24.185311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d7b55ad0ba56aa8a1e926102781442098693c46f9b36df4b9f6aa3352a63bdf

Aliases

arxiv: 2203.15332 · arxiv_version: 2203.15332v1 · doi: 10.48550/arxiv.2203.15332 · pith_short_12: RV5VLLILUVVK · pith_short_16: RV5VLLILUVVKRIPJ · pith_short_8: RV5VLLIL

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/RV5VLLILUVVKRIPJEYICPAKEEC \
  | 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: 8d7b55ad0ba56aa8a1e926102781442098693c46f9b36df4b9f6aa3352a63bdf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88f740c976115d25033e4e094986f403df73f46a2ff13123c9795a3298c0e90b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-29T08:26:38Z",
    "title_canon_sha256": "224283b97089a239cee143268fb8c51eb185000b48b2e6a1048b3cd9367170f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.15332",
    "kind": "arxiv",
    "version": 1
  }
}