Pith Number

pith:7EC52GAZ

pith:2021:7EC52GAZCBL3GD3KEERNFGM5TN

not attested not anchored not stored refs pending

Deep Learning on a Data Diet: Finding Important Examples Early in Training

Gintare Karolina Dziugaite, Mansheej Paul, Surya Ganguli

arxiv:2107.07075 v2 · 2021-07-15 · 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{7EC52GAZCBL3GD3KEERNFGM5TN}

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

5 papers in Pith

Edge of Stability Selectively Shapes Learning Across the Data Distribution

Once-For-All: A Train-Once and Select-Anytime Framework for Multimodal Instruction Tuning

Gradient-Discrepancy Acquisition for Pool-Based Active Learning

LiLAW: Lightweight Learnable Adaptive Weighting to Learn Sample Difficulty & Improve Noisy Training

Gradient-Discrepancy Acquisition for Pool-Based Active Learning

Receipt and verification

First computed	2026-07-05T05:55:06.557948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f905dd18191057b30f6a2122d2999d9b59f33e0a8aec2d43baae20725c8365ce

Aliases

arxiv: 2107.07075 · arxiv_version: 2107.07075v2 · doi: 10.48550/arxiv.2107.07075 · pith_short_12: 7EC52GAZCBL3 · pith_short_16: 7EC52GAZCBL3GD3K · pith_short_8: 7EC52GAZ

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/7EC52GAZCBL3GD3KEERNFGM5TN \
  | 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: f905dd18191057b30f6a2122d2999d9b59f33e0a8aec2d43baae20725c8365ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc1b35bda4640d12cd3a17d9177f910f348283b600c61feb1c5fd7b905af06ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-15T02:12:20Z",
    "title_canon_sha256": "9691eb38b0ec9932800eb23797425801191307bf77d41449f94b658b2bf766c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.07075",
    "kind": "arxiv",
    "version": 2
  }
}