Pith Number

pith:ASEKCBTD

pith:2024:ASEKCBTDOQZKVX2FPOB6IR6NEH

not attested not anchored not stored refs pending

A Decade's Battle on Dataset Bias: Are We There Yet?

Kaiming He, Zhuang Liu

arxiv:2403.08632 v2 · 2024-03-13 · cs.CV · 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{ASEKCBTDOQZKVX2FPOB6IR6NEH}

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

4 papers in Pith

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

DeconDTN-Toolkit: A Library for Evaluation and Enhancement of Robustness to Provenance Shift

Receipt and verification

First computed	2026-07-05T10:22:44.787330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0488a106637432aadf457b83e447cd21f01b074bde442b645d6eaf5fd9c81988

Aliases

arxiv: 2403.08632 · arxiv_version: 2403.08632v2 · doi: 10.48550/arxiv.2403.08632 · pith_short_12: ASEKCBTDOQZK · pith_short_16: ASEKCBTDOQZKVX2F · pith_short_8: ASEKCBTD

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/ASEKCBTDOQZKVX2FPOB6IR6NEH \
  | 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: 0488a106637432aadf457b83e447cd21f01b074bde442b645d6eaf5fd9c81988

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b4e4b0b225ac85e2bf0146e77411c07fcaeb2d4422cbc8bed55b1591a45b3fb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-13T15:46:37Z",
    "title_canon_sha256": "e81c8f84d35bfab99db244171b0eba26c22c1a9ba26f56ee82b5e95a7a437d71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08632",
    "kind": "arxiv",
    "version": 2
  }
}