Pith Number

pith:XOYM2JFX

pith:2023:XOYM2JFXZHZZNVYR4HH2EGYVKM

not attested not anchored not stored refs pending

Vision-by-Language for Training-Free Compositional Image Retrieval

Karsten Roth, Massimiliano Mancini, Shyamgopal Karthik, Zeynep Akata

arxiv:2310.09291 v2 · 2023-10-13 · 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{XOYM2JFXZHZZNVYR4HH2EGYVKM}

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

5 papers in Pith

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets

STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval

E5-V: Universal Embeddings with Multimodal Large Language Models

A Sanity Check on Composed Image Retrieval

G-MIXER: Geodesic Mixup-based Implicit Semantic Expansion and Explicit Semantic Re-ranking for Zero-Shot Composed Image Retrieval

Receipt and verification

First computed	2026-07-05T07:49:15.246310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbb0cd24b7c9f396d711e1cfa21b15530b4f3be66dc942371d5d8a9e88130b1e

Aliases

arxiv: 2310.09291 · arxiv_version: 2310.09291v2 · doi: 10.48550/arxiv.2310.09291 · pith_short_12: XOYM2JFXZHZZ · pith_short_16: XOYM2JFXZHZZNVYR · pith_short_8: XOYM2JFX

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/XOYM2JFXZHZZNVYR4HH2EGYVKM \
  | 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: bbb0cd24b7c9f396d711e1cfa21b15530b4f3be66dc942371d5d8a9e88130b1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f53d8a0d327294ce950c253ee80daeed3978b4d9c51e080b096f552e49d1ef3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-13T17:59:38Z",
    "title_canon_sha256": "cebf2e4cab163323173772dd5df9bebf6f689b8dbe58e7167b975ad25e655225"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09291",
    "kind": "arxiv",
    "version": 2
  }
}