Pith Number

pith:LDLQHR4B

pith:2024:LDLQHR4BYMMK5MPELK2XBUZURK

not attested not anchored not stored refs pending

Learning and Leveraging World Models in Visual Representation Learning

Adrien Bardes, Laurent Najman, Mahmoud Assran, Nicolas Ballas, Quentin Garrido, Yann LeCun

arxiv:2403.00504 v1 · 2024-03-01 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{LDLQHR4BYMMK5MPELK2XBUZURK}

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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

10 papers in Pith

Scaling World-Model Reinforcement Learning Through Diffusion Policy Optimization

Efficient On-policy Visual-RL via Stochastic Decoupled Policy Gradient

stable-worldmodel: A Platform for Reproducible World Modeling Research and Evaluation

GeoWorld: Geometric World Models

Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning

Receipt and verification

First computed	2026-07-05T07:51:05.100140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58d703c781c318aeb1e45ab570d3348aa9faa622c5c9d381111af534eb97e204

Aliases

arxiv: 2403.00504 · arxiv_version: 2403.00504v1 · doi: 10.48550/arxiv.2403.00504 · pith_short_12: LDLQHR4BYMMK · pith_short_16: LDLQHR4BYMMK5MPE · pith_short_8: LDLQHR4B

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/LDLQHR4BYMMK5MPELK2XBUZURK \
  | 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: 58d703c781c318aeb1e45ab570d3348aa9faa622c5c9d381111af534eb97e204

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69d0f72513d4ff5c9964b61706b6b58f0a1d1489400611b1e9141275dd9c34dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-01T13:05:38Z",
    "title_canon_sha256": "13e8f5a72ffeb4bf0673f4540cc5f7e3a5d890f485b1c3f6a7720639c8d02600"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00504",
    "kind": "arxiv",
    "version": 1
  }
}