Pith. sign in
Pith Number

pith:CESHOD3N

pith:2024:CESHOD3NHPT3OL7Z7X75JHORNO
not attested not anchored not stored refs pending

Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA)

Shirin Dora, Sourav Mishra, Suresh Sundaram

arxiv:2402.04596 v1 · 2024-02-07 · cs.LG · cs.AI · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CESHOD3NHPT3OL7Z7X75JHORNO}

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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.
Receipt and verification
First computed 2026-07-05T07:42:29.321983Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1124770f6d3be7b72ff9fdffd49dd16bb14e7495df3da2f88f2994c2e383e559

Aliases

arxiv: 2402.04596 · arxiv_version: 2402.04596v1 · doi: 10.48550/arxiv.2402.04596 · pith_short_12: CESHOD3NHPT3 · pith_short_16: CESHOD3NHPT3OL7Z · pith_short_8: CESHOD3N
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CESHOD3NHPT3OL7Z7X75JHORNO \
  | 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: 1124770f6d3be7b72ff9fdffd49dd16bb14e7495df3da2f88f2994c2e383e559
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "457cccf5ced7282121698e2628b4dbef9b05bf61b0d3e8d90622f9d031f294d6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T05:38:53Z",
    "title_canon_sha256": "2f00a1b303f7fe904cd580d01df44451b00d8a40d04143ced24254a943652034"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04596",
    "kind": "arxiv",
    "version": 1
  }
}