Pith Number

pith:LCZKMIIU

pith:2024:LCZKMIIUCO4NCZ2KZSDJB4XNSF

not attested not anchored not stored refs pending

Facial Affective Behavior Analysis with Instruction Tuning

Anh Dao, Huan Liu, Tianlong Chen, Wentao Bao, Yifan Li, Yu Kong, Zhen Tan

arxiv:2404.05052 v2 · 2024-04-07 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCZKMIIUCO4NCZ2KZSDJB4XNSF}

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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

1 paper in Pith

TraMP-LLaMA: Generative Interpretability with Decoupled Instruction Tuning for Facial Expression Quality Assessment

Receipt and verification

First computed	2026-07-05T08:43:09.854448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58b2a6211413b8d1674acc8690f2ed91778b034fdf1a77b9de7dc5371eb1948a

Aliases

arxiv: 2404.05052 · arxiv_version: 2404.05052v2 · doi: 10.48550/arxiv.2404.05052 · pith_short_12: LCZKMIIUCO4N · pith_short_16: LCZKMIIUCO4NCZ2K · pith_short_8: LCZKMIIU

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/LCZKMIIUCO4NCZ2KZSDJB4XNSF \
  | 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: 58b2a6211413b8d1674acc8690f2ed91778b034fdf1a77b9de7dc5371eb1948a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc7a59e932170bb6c3dce71e43edf7bf363a4baece81880acbfac4087bb508cc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-07T19:23:28Z",
    "title_canon_sha256": "4a0d33c1a20c347b1a04c876696d42728052a66bb4141eba0b1a5d515a330469"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05052",
    "kind": "arxiv",
    "version": 2
  }
}