Pith Number

pith:RTS7P2PI

pith:2024:RTS7P2PISXO44LLGLPYK4L4ULW

not attested not anchored not stored refs pending

HyperSeg: Towards Universal Visual Segmentation with Large Language Model

Cong Wei, Haoxian Tan, Jie Hu, Yong Liu, Yujie Zhong, Yujiu Yang, Zheng Zhao

arxiv:2411.17606 v2 · 2024-11-26 · 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{RTS7P2PISXO44LLGLPYK4L4ULW}

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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

13 papers in Pith

Reason Twice: Segmentation via Candidate Discovery and Comparative Reasoning

PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking

InstanceControl: Controllable Complex Image Generation without Instance Labeling

FlowSeg: Dynamic Semantic Guidance for LLM-Conditioned Segmentation

Vision Harnessing Agent for Open Ad-hoc Segmentation

Receipt and verification

First computed	2026-07-05T09:42:33.778029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ce5f7e9e895ddce2d665bf0ae2f945d8eb8c506cea1befc973125934a8b4c74

Aliases

arxiv: 2411.17606 · arxiv_version: 2411.17606v2 · doi: 10.48550/arxiv.2411.17606 · pith_short_12: RTS7P2PISXO4 · pith_short_16: RTS7P2PISXO44LLG · pith_short_8: RTS7P2PI

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/RTS7P2PISXO44LLGLPYK4L4ULW \
  | 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: 8ce5f7e9e895ddce2d665bf0ae2f945d8eb8c506cea1befc973125934a8b4c74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b2758e2a7bb5db940c9762997aac11178310cddd16010f9a13c7e18b9056c13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-26T17:18:20Z",
    "title_canon_sha256": "bb9214a2d0e6d1282c5d36936bd7116e0d7b1a693b7e650e6413e4db254117a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17606",
    "kind": "arxiv",
    "version": 2
  }
}