Pith Number

pith:JPSETJC4

pith:2024:JPSETJC4IYED2WI7GY6B5FKLTS

not attested not anchored not stored refs pending

Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control

Alex M Tseng, Ehsan Hajiramezanali, Gabriele Scalia, Kevin Black, Masatoshi Uehara, Nathaniel Lee Diamant, Sergey Levine, Tommaso Biancalani, Yulai Zhao

arxiv:2402.15194 v2 · 2024-02-23 · cs.LG · cs.AI · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPSETJC4IYED2WI7GY6B5FKLTS}

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

31 papers in Pith

TILDE: TILt-based Distributional Erasure for Concept Unlearning

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models

A Markov Chain Approach to Preference Alignment

Q-VGM: Q-Value-Gradient Matching for Off-Policy Reinforcement Learning of Flow-Matching VLA

PAPA: Online Personalized Active Preference Alignment

Receipt and verification

First computed	2026-07-05T07:50:07.239134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be449a45c46083d591f363c1e954b9c8d6ad581389909aa2cb701efd66867f6

Aliases

arxiv: 2402.15194 · arxiv_version: 2402.15194v2 · doi: 10.48550/arxiv.2402.15194 · pith_short_12: JPSETJC4IYED · pith_short_16: JPSETJC4IYED2WI7 · pith_short_8: JPSETJC4

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/JPSETJC4IYED2WI7GY6B5FKLTS \
  | 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: 4be449a45c46083d591f363c1e954b9c8d6ad581389909aa2cb701efd66867f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4da1903f2a5bd20de4e4a8e684ed42b7b183ddda5a6d86abdb2ecbf814c52111",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-23T08:54:42Z",
    "title_canon_sha256": "b4468cdd8117d1190979a67b4a76786cbc7123eb956f89699ec4bbd53bef9fa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15194",
    "kind": "arxiv",
    "version": 2
  }
}