Pith Number

pith:JJJMBZNL

pith:2024:JJJMBZNLRGTEXCBLE3LISUAXIE

not attested not anchored not stored refs pending

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions

Hexiang Hu, Kai Zhang, Kenton Lee, Ming-Wei Chang, Siyuan Qiao, Wenhu Chen, Yi Luan, Yu Su

arxiv:2403.19651 v2 · 2024-03-28 · cs.CV · cs.AI · cs.CL · cs.IR · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJJMBZNLRGTEXCBLE3LISUAXIE}

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

7 papers in Pith

Language-Instructed Vision Embeddings for Controllable and Generalizable Perception

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

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks

PLUME: Latent Reasoning Based Universal Multimodal Embedding

SLQ: Bridging Modalities via Shared Latent Queries for Retrieval with Frozen MLLMs

Receipt and verification

First computed	2026-07-05T08:36:24.628278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a52c0e5ab89a64b882b26d689501741367b4e187cf66474187836ac51e10bcd

Aliases

arxiv: 2403.19651 · arxiv_version: 2403.19651v2 · doi: 10.48550/arxiv.2403.19651 · pith_short_12: JJJMBZNLRGTE · pith_short_16: JJJMBZNLRGTEXCBL · pith_short_8: JJJMBZNL

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/JJJMBZNLRGTEXCBLE3LISUAXIE \
  | 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: 4a52c0e5ab89a64b882b26d689501741367b4e187cf66474187836ac51e10bcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "faf546a712bf18ff984da6cf312484e54d300a1fe597c211c4ef404f6c32d015",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-28T17:59:20Z",
    "title_canon_sha256": "721c344b695cfda73755df30c2df0184df2211da9250f989e76ce724882ec188"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.19651",
    "kind": "arxiv",
    "version": 2
  }
}