Pith Number

pith:VCHEE3M7

pith:2025:VCHEE3M72EMLXDP6BS6XRTPM4F

not attested not anchored not stored refs pending

LLMs can see and hear without any training

Ishan Misra, Kumar Ashutosh, Rohit Girdhar, Xinlei Chen, Yossi Gandelsman

arxiv:2501.18096 v1 · 2025-01-30 · cs.CV · cs.AI · cs.CL · 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{VCHEE3M72EMLXDP6BS6XRTPM4F}

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

2 papers in Pith

It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models

Personalizing Text-to-Image Generation to Individual Taste

Receipt and verification

First computed	2026-07-05T10:07:06.971750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a88e426d9fd118bb8dfe0cbd78cdece17791709132953930893245620c56f97e

Aliases

arxiv: 2501.18096 · arxiv_version: 2501.18096v1 · doi: 10.48550/arxiv.2501.18096 · pith_short_12: VCHEE3M72EML · pith_short_16: VCHEE3M72EMLXDP6 · pith_short_8: VCHEE3M7

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/VCHEE3M72EMLXDP6BS6XRTPM4F \
  | 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: a88e426d9fd118bb8dfe0cbd78cdece17791709132953930893245620c56f97e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2bb74e343baa3ec5de9937014342f70a91be7f8f8985d577cdcb9758cde64d9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-30T02:16:35Z",
    "title_canon_sha256": "bcd6b421fc3e6ccab52b5925012bd75272351053104af96766b0dbd3b3c4148c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18096",
    "kind": "arxiv",
    "version": 1
  }
}