Pith Number

pith:FDXJ5VJ4

pith:2024:FDXJ5VJ4CTO4GSOHD7I6ULXFUE

not attested not anchored not stored refs pending

Continual Learning with Pre-Trained Models: A Survey

Da-Wei Zhou, De-Chuan Zhan, Hai-Long Sun, Han-Jia Ye, Jingyi Ning

arxiv:2401.16386 v2 · 2024-01-29 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FDXJ5VJ4CTO4GSOHD7I6ULXFUE}

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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.

Cited by

9 papers in Pith

Token Factory: Efficiently Integrating Diverse Signals into Large Recommendation Models

A Functional Data Framework For Analyzing Shapes and Textures in Images

CMAP: Cross-Modal Adaptive Prompting for Multi-Domain Task-Incremental Learning

Sparse Orthogonal Parameters Tuning for Continual Learning

iGSP:Implicit Gradient Subspace Projection for Efficient Continual Learning of Vision-Language Models

Receipt and verification

First computed	2026-07-05T08:11:00.979299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28ee9ed53c14ddc349c71fd1ea2ee5a13a11b4c1db017e888eced9d590d6f9e8

Aliases

arxiv: 2401.16386 · arxiv_version: 2401.16386v2 · doi: 10.48550/arxiv.2401.16386 · pith_short_12: FDXJ5VJ4CTO4 · pith_short_16: FDXJ5VJ4CTO4GSOH · pith_short_8: FDXJ5VJ4

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/FDXJ5VJ4CTO4GSOHD7I6ULXFUE \
  | 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: 28ee9ed53c14ddc349c71fd1ea2ee5a13a11b4c1db017e888eced9d590d6f9e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "829bb629172c729bd04077952c2f142261054ee6ac613d6dc9442ad2bfa2829b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-29T18:27:52Z",
    "title_canon_sha256": "900d146919bf3b665f55cc988947032a2e0b9e19696c8b8e38e5cc0eccb6b282"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16386",
    "kind": "arxiv",
    "version": 2
  }
}