Pith Number

pith:WDHWFHIP

pith:2025:WDHWFHIPHVO2HFFHRGYFARYG7K

not attested not anchored not stored refs pending

Continual Learning in Vision-Language Models via Aligned Model Merging

Ahmet Iscen, Anurag Arnab, Cordelia Schmid, Ghada Sokar, Gintare Karolina Dziugaite, Pablo Samuel Castro

arxiv:2506.03189 v1 · 2025-05-30 · 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{WDHWFHIPHVO2HFFHRGYFARYG7K}

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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

4 papers in Pith

Unlocking Speech-Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning

Amnesia: A Stealthy Replay Attack on Continual Learning Dreams

ORBIT: Preserving Foundational Language Capabilities in GenRetrieval via Origin-Regulated Merging

Task Alignment: A Simple Proxy for Practical Model Merging Across Diverse Vision Tasks

Receipt and verification

First computed	2026-07-05T11:15:48.113331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0cf629d0f3d5da394a789b0504706fab4d634607b83fbd04f49d7c9d896c3d5

Aliases

arxiv: 2506.03189 · arxiv_version: 2506.03189v1 · doi: 10.48550/arxiv.2506.03189 · pith_short_12: WDHWFHIPHVO2 · pith_short_16: WDHWFHIPHVO2HFFH · pith_short_8: WDHWFHIP

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/WDHWFHIPHVO2HFFHRGYFARYG7K \
  | 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: b0cf629d0f3d5da394a789b0504706fab4d634607b83fbd04f49d7c9d896c3d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9537de89ce71974337f082c3ea3fa8375299525efac8f32fb6852a6c5c2603f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-30T20:52:21Z",
    "title_canon_sha256": "f45433956da9d80a2f1e269954d8ba8160e19b1f64e4c588eec9c003130107c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03189",
    "kind": "arxiv",
    "version": 1
  }
}