Pith Number

pith:E4HUEHIC

pith:2024:E4HUEHICMBGYTZWLPTE4CCG2BA

not attested not anchored not stored refs pending

Continuous Autoregressive Models with Noise Augmentation Avoid Error Accumulation

George Fazekas, Javier Nistal, Marco Pasini, Stefan Lattner

arxiv:2411.18447 v1 · 2024-11-27 · cs.LG · cs.AI · cs.SD · eess.AS

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\usepackage{pith}
\pithnumber{E4HUEHICMBGYTZWLPTE4CCG2BA}

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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

6 papers in Pith

LiveBand: Live Accompaniment Generation in the Audio Domain

Adversarial Error Correction for Visual Autoregressive Generation

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators

SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis

LLaMo: Scaling Pretrained Language Models for Unified Motion Understanding and Generation with Continuous Autoregressive Tokens

Receipt and verification

First computed	2026-07-05T09:41:16.608200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

270f421d02604d89e6cb7cc9c108da0810ebb92afa647750a7f9df34f66de333

Aliases

arxiv: 2411.18447 · arxiv_version: 2411.18447v1 · doi: 10.48550/arxiv.2411.18447 · pith_short_12: E4HUEHICMBGY · pith_short_16: E4HUEHICMBGYTZWL · pith_short_8: E4HUEHIC

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/E4HUEHICMBGYTZWLPTE4CCG2BA \
  | 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: 270f421d02604d89e6cb7cc9c108da0810ebb92afa647750a7f9df34f66de333

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "654928c0e4ef1e254eddfa726a5b2f4c24efcded28194cafcacd28bf98a08dd3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T15:38:20Z",
    "title_canon_sha256": "8daae5ef90894d8cd86261fcb9a5030cf444f2c40640356708bc4ad86af1d5c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18447",
    "kind": "arxiv",
    "version": 1
  }
}