Pith Number

pith:B7BRPZSZ

pith:2021:B7BRPZSZNSCGIOHYXPR6FQ6XNT

not attested not anchored not stored refs pending

Memory and attention in deep learning

Hung Le

arxiv:2107.01390 v1 · 2021-07-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B7BRPZSZNSCGIOHYXPR6FQ6XNT}

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

1 paper in Pith

Context-Aware Multi-Turn Visual-Textual Reasoning in LVLMs via Dynamic Memory and Adaptive Visual Guidance

Receipt and verification

First computed	2026-07-05T02:54:42.580640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fc317e6596c846438f8bbe3e2c3d76cfa65d28962a7c419926ae3f58ce4a35b

Aliases

arxiv: 2107.01390 · arxiv_version: 2107.01390v1 · doi: 10.48550/arxiv.2107.01390 · pith_short_12: B7BRPZSZNSCG · pith_short_16: B7BRPZSZNSCGIOHY · pith_short_8: B7BRPZSZ

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/B7BRPZSZNSCGIOHYXPR6FQ6XNT \
  | 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: 0fc317e6596c846438f8bbe3e2c3d76cfa65d28962a7c419926ae3f58ce4a35b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "145078a57c6ef50df57302fb930e9aea750c16a2ec32841bc046cc92a3f5f2ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-03T09:21:13Z",
    "title_canon_sha256": "3340d66f68c3b6049c1ea30dd4321c6414248d798535ae3ed1841ca8ac458ca2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.01390",
    "kind": "arxiv",
    "version": 1
  }
}