Pith Number

pith:IEAAS65K

pith:2017:IEAAS65K3YPEEELZUIJ4BVJYJC

not attested not anchored not stored refs pending

On Convergence and Stability of GANs

Jacob Abernethy, James Hays, Naveen Kodali, Zsolt Kira

arxiv:1705.07215 v5 · 2017-05-19 · cs.AI · cs.CV · cs.GT · cs.LG · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IEAAS65K3YPEEELZUIJ4BVJYJC}

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

8 papers in Pith

Adversarial Computation of Optimal Transport Maps

Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging

MSDformer: Multi-scale Discrete Transformer For Time Series Generation

MAGIC: Few-Shot Mask-Guided Anomaly Inpainting with Prompt Perturbation, Spatially Adaptive Guidance, and Context Awareness

Large Scale GAN Training for High Fidelity Natural Image Synthesis

Receipt and verification

First computed	2026-05-18T00:28:25.334286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4100097baade1e421179a213c0d53848b33265d86f9ae1524351832210455c2d

Aliases

arxiv: 1705.07215 · arxiv_version: 1705.07215v5 · doi: 10.48550/arxiv.1705.07215 · pith_short_12: IEAAS65K3YPE · pith_short_16: IEAAS65K3YPEEELZ · pith_short_8: IEAAS65K

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/IEAAS65K3YPEEELZUIJ4BVJYJC \
  | 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: 4100097baade1e421179a213c0d53848b33265d86f9ae1524351832210455c2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d3b6e01d9a3a7c6dfaa5d1d7b7be67aa16d5ad15c01694b8f9b5d6b1cdd71b3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.GT",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-05-19T22:41:56Z",
    "title_canon_sha256": "b2dbc12385b297978a49c69e3f9d632d2af960bf625095dc0b8137736b403572"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07215",
    "kind": "arxiv",
    "version": 5
  }
}