Pith Number

pith:76KZSPXY

pith:2025:76KZSPXYRUL3Q65Y2ZZ5BL3OD5

not attested not anchored not stored refs pending

SDRT: Enhance Vision-Language Models by Self-Distillation with Diverse Reasoning Traces

Guande Wu, Huan Song, Lin Lee Cheong, Panpan Xu, Qiaojing Yan, Yawei Wang, Yijun Tian

arxiv:2503.01754 v3 · 2025-03-03 · cs.CV

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\usepackage{pith}
\pithnumber{76KZSPXYRUL3Q65Y2ZZ5BL3OD5}

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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

Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation

Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation

Receipt and verification

First computed	2026-07-05T10:35:47.172588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff95993ef88d17b87bb8d673d0af6e1f614dc44c96f2c405a6ce0213540c0b9f

Aliases

arxiv: 2503.01754 · arxiv_version: 2503.01754v3 · doi: 10.48550/arxiv.2503.01754 · pith_short_12: 76KZSPXYRUL3 · pith_short_16: 76KZSPXYRUL3Q65Y · pith_short_8: 76KZSPXY

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/76KZSPXYRUL3Q65Y2ZZ5BL3OD5 \
  | 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: ff95993ef88d17b87bb8d673d0af6e1f614dc44c96f2c405a6ce0213540c0b9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebe25bd5279f9dc7035950a494a4272f8399fa8ed7dd6c07a19cd6a81361dc2b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-03T17:24:42Z",
    "title_canon_sha256": "35f9a93700726acae95b6e9b752a7ee46983701473394c34d10df170d24eb016"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01754",
    "kind": "arxiv",
    "version": 3
  }
}