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Pith Number

pith:SIQEBBNC

pith:2024:SIQEBBNC2FM76TNPAGFD3LJPWH
not attested not anchored not stored refs pending

Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples

Jind\v{r}ich Libovick\'y, Michaela Geierhos, Norbert Oswald, Philipp J. R\"osch

arxiv:2403.02875 v2 · 2024-03-05 · cs.CV · cs.CL · cs.IR

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\usepackage{pith}
\pithnumber{SIQEBBNC2FM76TNPAGFD3LJPWH}

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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

Receipt and verification
First computed 2026-07-05T08:51:48.979753Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

92204085a2d159ff4daf018a3dad2fb1fa64698c8a26a6f0095af577befd7e17

Aliases

arxiv: 2403.02875 · arxiv_version: 2403.02875v2 · doi: 10.48550/arxiv.2403.02875 · pith_short_12: SIQEBBNC2FM7 · pith_short_16: SIQEBBNC2FM76TNP · pith_short_8: SIQEBBNC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SIQEBBNC2FM76TNPAGFD3LJPWH \
  | 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: 92204085a2d159ff4daf018a3dad2fb1fa64698c8a26a6f0095af577befd7e17
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2c68bbedd8d840cdd5c8d8c9053b43fa4349150752f4063e0938bf3f1c7eb574",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-05T11:38:48Z",
    "title_canon_sha256": "61df1d03610b1ac134334fbbd33756ba8b4c37eb3224df5a1b463437ccc2e6e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02875",
    "kind": "arxiv",
    "version": 2
  }
}