Pith Number

pith:R3XYRLDP

pith:2020:R3XYRLDPB4FNTGPZSUGLT5VPGQ

not attested not anchored not stored refs pending

AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients

James S. Duncan, Juntang Zhuang, Nicha Dvornek, Sekhar Tatikonda, Tommy Tang, Xenophon Papademetris, Yifan Ding

arxiv:2010.07468 v5 · 2020-10-15 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R3XYRLDPB4FNTGPZSUGLT5VPGQ}

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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

5 papers in Pith

Disentangling the dark and stellar mass through precise lens modelling of the JWST observation of lensed quasar WFI2033--4723

WideDepth: Millimeter-Accurate Benchmark for Fisheye Depth Estimation

Gaussian processes on ray-guided transformed uniform grids for fast, flexible, and auto-differentiable adaptive source reconstruction in lens modelling

Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation

On the Convergence of Muon and Beyond

Receipt and verification

First computed	2026-07-05T02:00:50.282963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8eef88ac6f0f0ad999f9950cb9f6af3424888dfbdea731b4b152b69342730280

Aliases

arxiv: 2010.07468 · arxiv_version: 2010.07468v5 · doi: 10.48550/arxiv.2010.07468 · pith_short_12: R3XYRLDPB4FN · pith_short_16: R3XYRLDPB4FNTGPZ · pith_short_8: R3XYRLDP

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/R3XYRLDPB4FNTGPZSUGLT5VPGQ \
  | 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: 8eef88ac6f0f0ad999f9950cb9f6af3424888dfbdea731b4b152b69342730280

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a803b8f7b44310f72b415ca4850912f1d8a1e107b338e8eefbbcb306b31eff9",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-15T01:46:13Z",
    "title_canon_sha256": "b12a29f8e91796fb602e88d9d974554d65f6b516b6dcdbbdbc5efa151992fda7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.07468",
    "kind": "arxiv",
    "version": 5
  }
}