Pith Number

pith:344KNJIB

pith:2025:344KNJIBLF2S42FVDMH4LD2HXM

not attested not anchored not stored refs pending

Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning

Bradley Green, Devora Berlowitz, Karan Singhal, Lin Ning, Neo Wu, Philip Andrew Mansfield, Sushant Prakash, Yuhan Liu

arxiv:2505.00953 v1 · 2025-05-02 · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{344KNJIBLF2S42FVDMH4LD2HXM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T10:57:42.455164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df38a6a50159752e68b51b0fc58f47bb1aac9eb502639b5d12b716b4fe84076a

Aliases

arxiv: 2505.00953 · arxiv_version: 2505.00953v1 · doi: 10.48550/arxiv.2505.00953 · pith_short_12: 344KNJIBLF2S · pith_short_16: 344KNJIBLF2S42FV · pith_short_8: 344KNJIB

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/344KNJIBLF2S42FVDMH4LD2HXM \
  | 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: df38a6a50159752e68b51b0fc58f47bb1aac9eb502639b5d12b716b4fe84076a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfeb1f07dec743f53f346ff8a235ff9ff894d8b27b3e718628dad069c505d404",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-05-02T02:04:52Z",
    "title_canon_sha256": "7a2e9b8338f8c2fee66b8407fe5a0f9a3ebbef1d5a3561457a8d98405c85f36f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00953",
    "kind": "arxiv",
    "version": 1
  }
}