Pith Number

pith:IXRWK2OS

pith:2016:IXRWK2OSQXW2NCCOM6CSRN462G

not attested not anchored not stored refs pending

What makes ImageNet good for transfer learning?

Alexei A. Efros, Minyoung Huh, Pulkit Agrawal

arxiv:1608.08614 v2 · 2016-08-30 · cs.CV · cs.AI · 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{IXRWK2OSQXW2NCCOM6CSRN462G}

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

Growing a Brain: Fine-Tuning by Increasing Model Capacity

Decouple then Converge: Handling Unknown Unlabeled Distributions in Long-Tailed Semi-Supervised Learning

How Class Ontology and Data Scale Affect Audio Transfer Learning

A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark

Low Rank Adaptation for Adversarial Perturbation

Receipt and verification

First computed	2026-05-18T00:55:20.740669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45e36569d285eda6884e678528b79ed19ab4887641473d0b492d258377defbb0

Aliases

arxiv: 1608.08614 · arxiv_version: 1608.08614v2 · doi: 10.48550/arxiv.1608.08614 · pith_short_12: IXRWK2OSQXW2 · pith_short_16: IXRWK2OSQXW2NCCO · pith_short_8: IXRWK2OS

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/IXRWK2OSQXW2NCCOM6CSRN462G \
  | 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: 45e36569d285eda6884e678528b79ed19ab4887641473d0b492d258377defbb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49ca32bb61a64d2895b36930d305f27f6437b66debbb45fa40de723a542720f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-08-30T19:45:09Z",
    "title_canon_sha256": "6bb520e492794c3849aabe77d7f986974f2541bc138b4e75d8db827b4c2c4d79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1608.08614",
    "kind": "arxiv",
    "version": 2
  }
}