Pith Number

pith:VDCCKNFK

pith:2025:VDCCKNFKT2ZPFL6Z2XXHD7LUWF

not attested not anchored not stored refs pending

HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning

Dan Xu, Jie Cheng, Sheng Wang, Xiaodong Mei, Yingbing Chen

arxiv:2505.15703 v1 · 2025-05-21 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VDCCKNFKT2ZPFL6Z2XXHD7LUWF}

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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.

Receipt and verification

First computed	2026-07-05T11:06:49.726355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8c42534aa9eb2f2afd9d5ee71fd74b141867ceccf14073ff5c05ec756ffb5f0

Aliases

arxiv: 2505.15703 · arxiv_version: 2505.15703v1 · doi: 10.48550/arxiv.2505.15703 · pith_short_12: VDCCKNFKT2ZP · pith_short_16: VDCCKNFKT2ZPFL6Z · pith_short_8: VDCCKNFK

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/VDCCKNFKT2ZPFL6Z2XXHD7LUWF \
  | 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: a8c42534aa9eb2f2afd9d5ee71fd74b141867ceccf14073ff5c05ec756ffb5f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a9e48483ebcd3f390b2456f0e224a7a4bffc2dee2762f652f2de3ae79712bc7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-21T16:16:52Z",
    "title_canon_sha256": "9327cf68e215fb96f218140cd3a1347b41b5e0a24ecc57c64c00a571f0b0e7ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15703",
    "kind": "arxiv",
    "version": 1
  }
}