Pith Number

pith:MKKENJ6M

pith:2021:MKKENJ6MOVVRTHIJ2WCC6DLEFX

not attested not anchored not stored refs pending

LambdaNetworks: Modeling Long-Range Interactions Without Attention

Irwan Bello

arxiv:2102.08602 v1 · 2021-02-17 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MKKENJ6MOVVRTHIJ2WCC6DLEFX}

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

3 papers in Pith

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FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

ShellfishNet: A Domain-Specific Benchmark for Visual Recognition of Marine Molluscs

Receipt and verification

First computed	2026-07-05T02:16:05.005170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

629446a7cc756b199d09d5842f0d642dd0203a427f53dbd9ae1916f464348c47

Aliases

arxiv: 2102.08602 · arxiv_version: 2102.08602v1 · doi: 10.48550/arxiv.2102.08602 · pith_short_12: MKKENJ6MOVVR · pith_short_16: MKKENJ6MOVVRTHIJ · pith_short_8: MKKENJ6M

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/MKKENJ6MOVVRTHIJ2WCC6DLEFX \
  | 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: 629446a7cc756b199d09d5842f0d642dd0203a427f53dbd9ae1916f464348c47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7694d6ad7bc27e6a6046e303be18e7dac7c2648c872fffc6330e284e4472924b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-02-17T06:33:47Z",
    "title_canon_sha256": "b9e21b6cb2a96602c8c4435d212e4be77e30f92c62011bb93838e142c8169fe8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.08602",
    "kind": "arxiv",
    "version": 1
  }
}