Pith Number

pith:YJDZQQQJ

pith:2021:YJDZQQQJKQS44UG5YXTKE4MHW5

not attested not anchored not stored refs pending

CLIP-Adapter: Better Vision-Language Models with Feature Adapters

Hongsheng Li, Peng Gao, Renrui Zhang, Rongyao Fang, Shijie Geng, Teli Ma, Yongfeng Zhang, Yu Qiao

arxiv:2110.04544 v2 · 2021-10-09 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YJDZQQQJKQS44UG5YXTKE4MHW5}

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

11 papers in Pith

Robust Adaptation of Foundation Models with Black-Box Visual Prompting

Adding Conditional Control to Text-to-Image Diffusion Models

Multi-Agent Cooperative Learning for Robust Vision-Language Alignment under OOD Concepts

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

From Local Matches to Global Masks: Template-Guided Instance Detection and Segmentation in Open-World Scenes

Receipt and verification

First computed	2026-07-05T10:38:29.172786Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2479842095425ce50ddc5e6a27187b771f8428d25df34b3cc2f11e74123a4e4

Aliases

arxiv: 2110.04544 · arxiv_version: 2110.04544v2 · doi: 10.48550/arxiv.2110.04544 · pith_short_12: YJDZQQQJKQS4 · pith_short_16: YJDZQQQJKQS44UG5 · pith_short_8: YJDZQQQJ

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/YJDZQQQJKQS44UG5YXTKE4MHW5 \
  | 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: c2479842095425ce50ddc5e6a27187b771f8428d25df34b3cc2f11e74123a4e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56a5a73db248dcf64f465e2909d4fde316feef4f0a252ee32d123e87bb63a035",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-09T11:39:30Z",
    "title_canon_sha256": "d344d6686ad54f4e29336feef6371d55e09a70f5da35d1863edd34adbeee0490"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04544",
    "kind": "arxiv",
    "version": 2
  }
}