Pith Number

pith:PLZMKKOV

pith:2024:PLZMKKOV5YTNPGLDXYYRQPZJQP

not attested not anchored not stored refs pending

Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Chang Xu, Chengcheng Wang, Hanting Chen, Jianyuan Guo, Kai Han, Yunhe Wang

arxiv:2402.03749 v1 · 2024-02-06 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLZMKKOV5YTNPGLDXYYRQPZJQP}

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

9 papers in Pith

Gradient Transformer: Learning to Generate Updates for LLMs

Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent

Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension

Generalizable Video Quality Assessment via Weak-to-Strong Learning

Receipt and verification

First computed	2026-07-05T07:41:57.863650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7af2c529d5ee26d79963be31183f2983d02fb80d2222f7477ab3884539e98b7e

Aliases

arxiv: 2402.03749 · arxiv_version: 2402.03749v1 · doi: 10.48550/arxiv.2402.03749 · pith_short_12: PLZMKKOV5YTN · pith_short_16: PLZMKKOV5YTNPGLD · pith_short_8: PLZMKKOV

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/PLZMKKOV5YTNPGLDXYYRQPZJQP \
  | 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: 7af2c529d5ee26d79963be31183f2983d02fb80d2222f7477ab3884539e98b7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "675790d7b077487541c914538a7594341977f446f9aae709b3de39c70029a60c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-06T06:30:34Z",
    "title_canon_sha256": "ae9c9d4c2f5f08a570068c6fddb48fb58ce7016a71eda74b609f8fcfbc36dece"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03749",
    "kind": "arxiv",
    "version": 1
  }
}