Pith Number

pith:UUEB7UDN

pith:2024:UUEB7UDNSHIYQQ2BK3EFEDXIR7

not attested not anchored not stored refs pending

Harnessing Temporal Causality for Advanced Temporal Action Detection

Bernard Ghanem, Chen-Lin Zhang, Chen Zhao, Fangzhou Mu, Lin Sui, Shuming Liu

arxiv:2407.17792 v2 · 2024-07-25 · cs.CV

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\usepackage{pith}
\pithnumber{UUEB7UDNSHIYQQ2BK3EFEDXIR7}

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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

5 papers in Pith

SkillSpotter: Pose-Aware Multi-View Skilled Action Detection and Grading in Ego-Exo Videos

EgoAction: Egocentric Action Composition with Reliability-Aware Temporal Fusion for the EPIC-KITCHENS Action Detection Challenge at CVPR 2026

Improving Viewpoint-Invariance and Temporal Consistency for Action Detection

Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios

LiquidTAD: Efficient Temporal Action Detection via Parallel Liquid-Inspired Temporal Relaxation

Receipt and verification

First computed	2026-07-05T08:48:46.615432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5081fd06d91d188434156c8520ee88fd7e46274ebfeeef070d4e9e06f13e02c

Aliases

arxiv: 2407.17792 · arxiv_version: 2407.17792v2 · doi: 10.48550/arxiv.2407.17792 · pith_short_12: UUEB7UDNSHIY · pith_short_16: UUEB7UDNSHIYQQ2B · pith_short_8: UUEB7UDN

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/UUEB7UDNSHIYQQ2BK3EFEDXIR7 \
  | 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: a5081fd06d91d188434156c8520ee88fd7e46274ebfeeef070d4e9e06f13e02c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbc9d549e053c506b7b055ad8bc22f16fb72f327aa91065c5c9ed93d2deb1f93",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-25T06:03:02Z",
    "title_canon_sha256": "00de339d09e07e7434a644ef062f083070e0f215b186338da62255154784a476"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.17792",
    "kind": "arxiv",
    "version": 2
  }
}