Pith Number

pith:ITLKNZFO

pith:2025:ITLKNZFONYJVUG6BFIRJWJOI5I

not attested not anchored not stored refs pending

Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector

De Cheng, Di Xu, Peng Wang, Qirui Wu, Shizhou Zhang, Yanning Zhang, Yinghui Xing

arxiv:2502.05540 v3 · 2025-02-08 · 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{ITLKNZFONYJVUG6BFIRJWJOI5I}

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

2 papers in Pith

CL-CLIP: CLIP-Based Continual Learning Framework with Cost-Volume Category Decoupling for Object Detection

STAR-IOD: Scale-decoupled Topology Alignment with Pseudo-label Refinement for Remote Sensing Incremental Object Detection

Receipt and verification

First computed	2026-07-05T11:11:41.060495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44d6a6e4ae6e135a1bc12a229b25c8ea0c54ae4b9269dcc373d8d8d325c201d0

Aliases

arxiv: 2502.05540 · arxiv_version: 2502.05540v3 · doi: 10.48550/arxiv.2502.05540 · pith_short_12: ITLKNZFONYJV · pith_short_16: ITLKNZFONYJVUG6B · pith_short_8: ITLKNZFO

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/ITLKNZFONYJVUG6BFIRJWJOI5I \
  | 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: 44d6a6e4ae6e135a1bc12a229b25c8ea0c54ae4b9269dcc373d8d8d325c201d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e2253ccbc5eebd18b895b588e96ead7c9c4a52f2e80982b5669039c5c7e1be0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-08T12:10:02Z",
    "title_canon_sha256": "006f8016cd1d80aa999336795cba263f60d3582ad3ff036cd95236956c603643"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05540",
    "kind": "arxiv",
    "version": 3
  }
}