Pith Number

pith:FWDMYTEF

pith:2021:FWDMYTEFNQJFUJDXJNCVP5P55T

not attested not anchored not stored refs pending

The Low-Rank Simplicity Bias in Deep Networks

Brian Cheung, Hossein Mobahi, Minyoung Huh, Phillip Isola, Pulkit Agrawal, Richard Zhang

arxiv:2103.10427 v4 · 2021-03-18 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWDMYTEFNQJFUJDXJNCVP5P55T}

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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

6 papers in Pith

Overcoming Rank Collapse in Feedback Alignment

GPTQ-intrinsic LoRA: A Near-optimal Algorithm for Low-precision Quantization with Low-rank Adaptation

Open Problem: Separating Geometric and Algorithmic Compression via Cayley-Table Completion

An Analytical Theory of Spectral Bias in the Learning Dynamics of Diffusion Models

Provable Post-Training Quantization: Theoretical Analysis of OPTQ and Qronos

Receipt and verification

First computed	2026-07-05T05:53:46.189031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d86cc4c856c125a24774b4557f5fdecf5ddcfe3a70bc73a6498cbf20a8861c1

Aliases

arxiv: 2103.10427 · arxiv_version: 2103.10427v4 · doi: 10.48550/arxiv.2103.10427 · pith_short_12: FWDMYTEFNQJF · pith_short_16: FWDMYTEFNQJFUJDX · pith_short_8: FWDMYTEF

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/FWDMYTEFNQJFUJDXJNCVP5P55T \
  | 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: 2d86cc4c856c125a24774b4557f5fdecf5ddcfe3a70bc73a6498cbf20a8861c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c3085d6ca3f482418ef2fff93229942656cc63f559c3890f88a1dace3a26113",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-18T17:58:02Z",
    "title_canon_sha256": "1b891897a4a624cb34cd64b3573d2ccf230367f8311fceb0520d5ac4eb7c7f0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.10427",
    "kind": "arxiv",
    "version": 4
  }
}