Pith Number

pith:AUMPF7GY

pith:2024:AUMPF7GYLRMF4R5LJKAGHYFXIS

not attested not anchored not stored refs pending

ViLLa: Video Reasoning Segmentation with Large Language Model

Hengshuang Zhao, Kun Wang, Lu Qi, Rongkun Zheng, Xi Chen, Yi Wang, Yu Qiao

arxiv:2407.14500 v3 · 2024-07-18 · cs.CV

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\usepackage{pith}
\pithnumber{AUMPF7GYLRMF4R5LJKAGHYFXIS}

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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

7 papers in Pith

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation

RCoT-Seg: Reinforced Chain-of-Thought for Video Reasoning and Segmentation

AgentRVOS for MeViS-Text Track of 5th PVUW Challenge: 3rd Method

PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation

Receipt and verification

First computed	2026-07-05T10:31:45.275536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0518f2fcd85c585e47ab4a8063e0b744ba1db8521964c46c4db63a4d01210bca

Aliases

arxiv: 2407.14500 · arxiv_version: 2407.14500v3 · doi: 10.48550/arxiv.2407.14500 · pith_short_12: AUMPF7GYLRMF · pith_short_16: AUMPF7GYLRMF4R5L · pith_short_8: AUMPF7GY

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/AUMPF7GYLRMF4R5LJKAGHYFXIS \
  | 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: 0518f2fcd85c585e47ab4a8063e0b744ba1db8521964c46c4db63a4d01210bca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c68390b86a44a1dbd94945cffb89458013e1c1420b70fd31f0b4506fe6f1891",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-18T17:59:17Z",
    "title_canon_sha256": "464e1c42a392829d04f2ddaa20640ac08749b4285fcf727f0f4d453942fbc241"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14500",
    "kind": "arxiv",
    "version": 3
  }
}