Pith Number

pith:K5HRTWGN

pith:2024:K5HRTWGNFJOSNWYAHJAYRCLQ5F

not attested not anchored not stored refs pending

CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning

Angelo Porrello, Aniello Panariello, Emanuele Frascaroli, Lorenzo Bonicelli, Pietro Buzzega, Simone Calderara

arxiv:2407.15793 v4 · 2024-07-22 · cs.CV · 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{K5HRTWGNFJOSNWYAHJAYRCLQ5F}

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

Rethinking Continual Learning for Speech and Audio: A Representation-Centric Taxonomy and Open Problems

Receipt and verification

First computed	2026-07-05T09:27:03.364762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

574f19d8cd2a5d26db003a41888970e95efc5d96f2070422a8a3007e50448642

Aliases

arxiv: 2407.15793 · arxiv_version: 2407.15793v4 · doi: 10.48550/arxiv.2407.15793 · pith_short_12: K5HRTWGNFJOS · pith_short_16: K5HRTWGNFJOSNWYA · pith_short_8: K5HRTWGN

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/K5HRTWGNFJOSNWYAHJAYRCLQ5F \
  | 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: 574f19d8cd2a5d26db003a41888970e95efc5d96f2070422a8a3007e50448642

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d4f7ac785d4981434e1b2d20656107bb8b64b7e9c2eb20bd67d23fb3ca3a108",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-22T16:51:28Z",
    "title_canon_sha256": "313fda003a5c8ff2652a7d1b7e70b024c0423defff9060fbe5d49769b3821f90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15793",
    "kind": "arxiv",
    "version": 4
  }
}