Pith Number

pith:C33DPZKH

pith:2024:C33DPZKHVZQGWCH7L2KSAQA74N

not attested not anchored not stored refs pending

Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation

Parinita Nema, Riyansha Singh, Vinod K Kurmi

arxiv:2407.19265 v2 · 2024-07-27 · cs.SD · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C33DPZKHVZQGWCH7L2KSAQA74N}

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.

Receipt and verification

First computed	2026-07-05T08:52:55.799821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16f637e547ae606b08ff5e9520401fe371313071d28527e18e43b3b209498626

Aliases

arxiv: 2407.19265 · arxiv_version: 2407.19265v2 · doi: 10.48550/arxiv.2407.19265 · pith_short_12: C33DPZKHVZQG · pith_short_16: C33DPZKHVZQGWCH7 · pith_short_8: C33DPZKH

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/C33DPZKHVZQGWCH7L2KSAQA74N \
  | 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: 16f637e547ae606b08ff5e9520401fe371313071d28527e18e43b3b209498626

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49192df1b3acc19b197823612874d2147e5f836bbcf2819b6850688576b1398f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-07-27T14:16:25Z",
    "title_canon_sha256": "e1f8b99424aecf44947a66414017f9d1c935db4321b45565eb34a1ca2d1adf96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19265",
    "kind": "arxiv",
    "version": 2
  }
}