Pith Number

pith:ZD3CBCOR

pith:2024:ZD3CBCOR5MNZEWI2XYGCCTXCAV

not attested not anchored not stored refs pending

Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours

Fethiye Irmak Dogan, Hao-Tien Lewis Chiang, Hatice Gunes, Nikhil Churamani, Saksham Checker

arxiv:2405.15773 v2 · 2024-03-16 · cs.RO · 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{ZD3CBCOR5MNZEWI2XYGCCTXCAV}

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

1 paper in Pith

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey

Receipt and verification

First computed	2026-07-05T10:17:47.285405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8f62089d1eb1b92591abe0c214ee20578da72662b9f198749fddb9717be7289

Aliases

arxiv: 2405.15773 · arxiv_version: 2405.15773v2 · doi: 10.48550/arxiv.2405.15773 · pith_short_12: ZD3CBCOR5MNZ · pith_short_16: ZD3CBCOR5MNZEWI2 · pith_short_8: ZD3CBCOR

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/ZD3CBCOR5MNZEWI2XYGCCTXCAV \
  | 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: c8f62089d1eb1b92591abe0c214ee20578da72662b9f198749fddb9717be7289

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5e069cda7a90071efc0efe283a1bdafefeaf4f48c2d0e710681b3f0f981981d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-03-16T07:34:33Z",
    "title_canon_sha256": "ea927702d8eb738cdd9c1ecc9dca8267b146116f023be4360d0993ded53265d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15773",
    "kind": "arxiv",
    "version": 2
  }
}