Pith Number

pith:FZAZPQ46

pith:2025:FZAZPQ46OCXO2IH6BFABU4VUQO

not attested not anchored not stored refs pending

Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data

Charlotte Frenkel, Douwe den Blanken

arxiv:2505.24852 v2 · 2025-05-30 · cs.AR · 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{FZAZPQ46OCXO2IH6BFABU4VUQO}

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.

Receipt and verification

First computed	2026-07-16T01:22:25.553616Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e4197c39e70aeed20fe09401a72b48386304a489dbc9d815d59797b9f38899c

Aliases

arxiv: 2505.24852 · arxiv_version: 2505.24852v2 · doi: 10.48550/arxiv.2505.24852 · pith_short_12: FZAZPQ46OCXO · pith_short_16: FZAZPQ46OCXO2IH6 · pith_short_8: FZAZPQ46

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/FZAZPQ46OCXO2IH6BFABU4VUQO \
  | 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: 2e4197c39e70aeed20fe09401a72b48386304a489dbc9d815d59797b9f38899c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97f7b00873473de94ecc1fd6f3ed009b534423c831ae883a00fa83c1b487ccf8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-05-30T17:49:30Z",
    "title_canon_sha256": "954542986a0d706715cf36f9943c5dfff888953d7d15ec6422cffdcef1dbbc98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24852",
    "kind": "arxiv",
    "version": 2
  }
}