Pith Number

pith:O5GHIO4I

pith:2024:O5GHIO4IPAZ5JSVLSE6HLJ35DQ

not attested not anchored not stored refs pending

Improving Multimodal Large Language Models Using Continual Learning

Christopher Kanan, Md Yousuf Harun, Robik Shrestha, Shikhar Srivastava

arxiv:2410.19925 v2 · 2024-10-25 · cs.CL · cs.CV · 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{O5GHIO4IPAZ5JSVLSE6HLJ35DQ}

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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

2 papers in Pith

Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models

CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging

Receipt and verification

First computed	2026-07-05T11:52:57.458370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

774c743b887833d4caab913c75a77d1c02f4fb3149688177928339075301c9fd

Aliases

arxiv: 2410.19925 · arxiv_version: 2410.19925v2 · doi: 10.48550/arxiv.2410.19925 · pith_short_12: O5GHIO4IPAZ5 · pith_short_16: O5GHIO4IPAZ5JSVL · pith_short_8: O5GHIO4I

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/O5GHIO4IPAZ5JSVLSE6HLJ35DQ \
  | 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: 774c743b887833d4caab913c75a77d1c02f4fb3149688177928339075301c9fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4dddc9108e2dd6cb90de41063e27dfe768b24a59a9ed46fec46f38994c13c22",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T18:50:40Z",
    "title_canon_sha256": "9331f0b429627a15bb17d13a3fc0124d94467507c758974a17be255b0d411f23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19925",
    "kind": "arxiv",
    "version": 2
  }
}