Pith. sign in
Pith Number

pith:7GE2TVVN

pith:2021:7GE2TVVNHYRFHQ6EABYZGG2W3R
not attested not anchored not stored refs pending

Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction?

Daniel Aloise, Laurent Boucaud, Nicolas Saunier

arxiv:2106.15321 v1 · 2021-06-16 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7GE2TVVNHYRFHQ6EABYZGG2W3R}

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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 2026-07-05T09:26:09.680778Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f989a9d6ad3e2253c3c40071931b56dc4b6ea3b16bd78c90decc4f878b5ca1d8

Aliases

arxiv: 2106.15321 · arxiv_version: 2106.15321v1 · doi: 10.48550/arxiv.2106.15321 · pith_short_12: 7GE2TVVNHYRF · pith_short_16: 7GE2TVVNHYRFHQ6E · pith_short_8: 7GE2TVVN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7GE2TVVNHYRFHQ6EABYZGG2W3R \
  | 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: f989a9d6ad3e2253c3c40071931b56dc4b6ea3b16bd78c90decc4f878b5ca1d8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d915c11248a680db1bf532778ab229123160ba56de4a0d40ad5dfa5e161fe56d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-16T17:39:35Z",
    "title_canon_sha256": "ad624c66428c1f5c92bd93bc63f7f001b3adf67e82d5a84c39373b40ce3a1873"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15321",
    "kind": "arxiv",
    "version": 1
  }
}