Pith Number

pith:FI4YDV5G

pith:2023:FI4YDV5GILMDCJJZBJYAML2QAL

not attested not anchored not stored refs pending

Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection

Chuangchuang Tan, Guanghua Gu, Huan Liu, Ping Liu, Shikui Wei, Yao Zhao, Yunchao Wei

arxiv:2312.10461 v2 · 2023-12-16 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FI4YDV5GILMDCJJZBJYAML2QAL}

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

When Eyes Betray AI: Social Gaze Consistency as a Semantic Cue for AI-Generated Image Detection

Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection

Deepfake Detection Generalization with Diffusion Noise

Receipt and verification

First computed	2026-07-05T07:26:19.914154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a3981d7a642d83125390a70062f5002c282723dd006cf492757994d70c1d6a9

Aliases

arxiv: 2312.10461 · arxiv_version: 2312.10461v2 · doi: 10.48550/arxiv.2312.10461 · pith_short_12: FI4YDV5GILMD · pith_short_16: FI4YDV5GILMDCJJZ · pith_short_8: FI4YDV5G

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/FI4YDV5GILMDCJJZBJYAML2QAL \
  | 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: 2a3981d7a642d83125390a70062f5002c282723dd006cf492757994d70c1d6a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ccfc1fee592b504bc2b70cccc48691d5c70924c08e4b2be3135bfe4a3651321",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-16T14:27:06Z",
    "title_canon_sha256": "345ff5b78a0f7194ae651c5739a4de6d824856033fabec1ae165c324de2757db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10461",
    "kind": "arxiv",
    "version": 2
  }
}