Pith Number

pith:J7C24QFT

pith:2023:J7C24QFTMTG7HIXEQVVB52ELBS

not attested not anchored not stored refs pending

GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Kai Chen, Min Xiao, Peize Sun, Ping Luo, Shilong Zhang, Shoufa Chen, Wenqi Shao, Wenwei Zhang, Yu Liu

arxiv:2307.03601 v5 · 2023-07-07 · cs.CV

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\usepackage{pith}
\pithnumber{J7C24QFTMTG7HIXEQVVB52ELBS}

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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

15 papers in Pith

PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems

SpatialBench: Benchmarking Multimodal Large Language Models for Spatial Cognition

Receipt and verification

First computed	2026-07-05T11:20:01.417942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4fc5ae40b364cdf3a2e4856a1ee88b0caf5268289f9a5e4dc7e8c7bf466f1a25

Aliases

arxiv: 2307.03601 · arxiv_version: 2307.03601v5 · doi: 10.48550/arxiv.2307.03601 · pith_short_12: J7C24QFTMTG7 · pith_short_16: J7C24QFTMTG7HIXE · pith_short_8: J7C24QFT

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/J7C24QFTMTG7HIXEQVVB52ELBS \
  | 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: 4fc5ae40b364cdf3a2e4856a1ee88b0caf5268289f9a5e4dc7e8c7bf466f1a25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e036e3509faf0b6dfcedc2651c54c7b48524320d0c94d206d96ceb2023af2b52",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-07T13:43:44Z",
    "title_canon_sha256": "a4e8b4c681e39af46b4bce45a12e3f484d14cb942622811a033fd36576b718f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03601",
    "kind": "arxiv",
    "version": 5
  }
}