Pith Number

pith:3Y7VNYRX

pith:2023:3Y7VNYRXEFSWPONEMPHHWGVZK5

not attested not anchored not stored refs pending

MLANet: Multi-Level Attention Network with Sub-instruction for Continuous Vision-and-Language Navigation

Chengju Liu, Liuyi Wang, Qijun Chen, Qingqing Yan, Shu Li, Zongtao He

arxiv:2303.01396 v1 · 2023-03-02 · cs.CV · cs.CL · cs.MM

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\usepackage{pith}
\pithnumber{3Y7VNYRXEFSWPONEMPHHWGVZK5}

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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

1 paper in Pith

Constraint-Aware Zero-Shot Vision-Language Navigation in Continuous Environments

Receipt and verification

First computed	2026-07-05T10:49:02.463907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de3f56e237216567b9a463ce7b1ab95757aff252f25599bc75d9b9985d209d04

Aliases

arxiv: 2303.01396 · arxiv_version: 2303.01396v1 · doi: 10.48550/arxiv.2303.01396 · pith_short_12: 3Y7VNYRXEFSW · pith_short_16: 3Y7VNYRXEFSWPONE · pith_short_8: 3Y7VNYRX

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/3Y7VNYRXEFSWPONEMPHHWGVZK5 \
  | 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: de3f56e237216567b9a463ce7b1ab95757aff252f25599bc75d9b9985d209d04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27df77b179811d739237beb35aca6764b7d678a9759c094d38a5c3665011fc0a",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-02T16:26:14Z",
    "title_canon_sha256": "cee2b9753ae4e20abda9e8fccc814f2b7d7d5e1d6338b4eb0624f4a875806a3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01396",
    "kind": "arxiv",
    "version": 1
  }
}