Pith Number

pith:CUPYEUJQ

pith:2025:CUPYEUJQ5H5BGLL2C7BR2EAQWO

not attested not anchored not stored refs pending

AMMKD: Adaptive Multimodal Multi-teacher Distillation for Lightweight Vision-Language Models

Chuanguang Yang, Hansheng Zeng, Haoyan Xu, Junhao Dong, Yingli Tian, Yuqi Li, Zeyu Dong, Zhengtao Yao, Zhulin An

arxiv:2509.00039 v1 · 2025-08-23 · 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{CUPYEUJQ5H5BGLL2C7BR2EAQWO}

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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

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs

Curvature-Adaptive Consistency Flow Matching: Autonomous Trajectory Optimization via Reinforcement Learning

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation

Bridging Reasoning Trajectories in On-Policy Distillation via Near-Future Guidance

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation

Receipt and verification

First computed	2026-07-05T12:02:08.328024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

151f825130e9fa132d7a17c31d1010b3b9967cb880e38b9d5e114ab78c646ef6

Aliases

arxiv: 2509.00039 · arxiv_version: 2509.00039v1 · doi: 10.48550/arxiv.2509.00039 · pith_short_12: CUPYEUJQ5H5B · pith_short_16: CUPYEUJQ5H5BGLL2 · pith_short_8: CUPYEUJQ

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/CUPYEUJQ5H5BGLL2C7BR2EAQWO \
  | 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: 151f825130e9fa132d7a17c31d1010b3b9967cb880e38b9d5e114ab78c646ef6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e480f98ff75f6bd0ef5cb9e6326b681c44e8663d02e4090e0f3e89324547bb84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-23T04:52:20Z",
    "title_canon_sha256": "0cb7d689a4df210191f7c42a99543a3c9b43a7458ec2bb5293b8b2cfcf04cf8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00039",
    "kind": "arxiv",
    "version": 1
  }
}