Pith Number

pith:RCQIGMAL

pith:2024:RCQIGMALHTDTVVXSIF3VYFT6DL

not attested not anchored not stored refs pending

A Practitioner's Guide to Continual Multimodal Pretraining

Ameya Prabhu, Karsten Roth, Matthias Bethge, Mehdi Cherti, Olivier H\'enaff, Oriol Vinyals, Samuel Albanie, Sebastian Dziadzio, Vishaal Udandarao, Zeynep Akata

arxiv:2408.14471 v2 · 2024-08-26 · cs.CV · cs.CL · 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{RCQIGMALHTDTVVXSIF3VYFT6DL}

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

7 papers in Pith

Black-Box Continual Learning for Vision-Language Models

DataComp-VLM: Improved Open Datasets for Vision-Language Models

CRAM: Centroid-Routing and Adaptive MoE for Multimodal Continual Instruction Tuning

ProtoAda: Prototype-Guided Adaptive Adapter Expansion and Geometric Consolidation for Multimodal Continual Instruction Tuning

DataComp-VLM: Improved Open Datasets for Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:45:13.910002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88a083300b3cc73ad6f241775c167e1ad68977c94ec42d230f9b70bb957b861d

Aliases

arxiv: 2408.14471 · arxiv_version: 2408.14471v2 · doi: 10.48550/arxiv.2408.14471 · pith_short_12: RCQIGMALHTDT · pith_short_16: RCQIGMALHTDTVVXS · pith_short_8: RCQIGMAL

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/RCQIGMALHTDTVVXSIF3VYFT6DL \
  | 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: 88a083300b3cc73ad6f241775c167e1ad68977c94ec42d230f9b70bb957b861d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9d79654bab60da3e6e205fff730b50ffd6145f1b3c4dddca99c9effdafc681d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-26T17:59:01Z",
    "title_canon_sha256": "9e564680bc3ae6f6fbf133b85db83a65308037e69a9e2032ef886459027c2787"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14471",
    "kind": "arxiv",
    "version": 2
  }
}