Pith Number

pith:KK5NMMBE

pith:2024:KK5NMMBETRUMDRMIIENHHVYVMT

not attested not anchored not stored refs pending

Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning

Crist\'obal Alc\'azar, Felipe Tobar, Roberto Barcel\'o

arxiv:2410.08315 v1 · 2024-10-10 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{KK5NMMBETRUMDRMIIENHHVYVMT}

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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

An Analysis of Posterior Collapse, Parameterization and Initialization in Variational Deep Gaussian Processes

Statistical Properties of Training & Generalization

Primitive-based Truncated Diffusion for Efficient Trajectory Generation of Differential Drive Mobile Manipulators

Receipt and verification

First computed	2026-07-05T09:18:56.129555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52bad630249c68c1c588411a73d71564f74c861e32f8995d66c6e55e707212b5

Aliases

arxiv: 2410.08315 · arxiv_version: 2410.08315v1 · doi: 10.48550/arxiv.2410.08315 · pith_short_12: KK5NMMBETRUM · pith_short_16: KK5NMMBETRUMDRMI · pith_short_8: KK5NMMBE

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/KK5NMMBETRUMDRMIIENHHVYVMT \
  | 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: 52bad630249c68c1c588411a73d71564f74c861e32f8995d66c6e55e707212b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b36989afa6529509c7307cc2d34d6449f27efaad915c71ce25b25673e59c75dc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-10T19:06:23Z",
    "title_canon_sha256": "30a814eb38afebaf66b1f85cc50fcd3715d0d317580cd3f100d4e66b54f1d3fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08315",
    "kind": "arxiv",
    "version": 1
  }
}