Pith Number

pith:ZDDF26DA

pith:2024:ZDDF26DA5VJYWYAHWCHMM45CKJ

not attested not anchored not stored refs pending

A Survey of the Self Supervised Learning Mechanisms for Vision Transformers

Anabia Sohail, Asifullah Khan, Farzeen Munir, Hannan Naseem, Kamran Ali, Mehdi Hassan, Muhammad Zaigham Zaheer, Mustansar Fiaz, Naeem Akhter, Safdar Ali, Sibghat Ullah Marwat, Tangina Sultana, Tariq Habib Afridi, Ziaurrehman Tanoli

arxiv:2408.17059 v6 · 2024-08-30 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{ZDDF26DA5VJYWYAHWCHMM45CKJ}

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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

Understanding Geometric Representations in Self-Supervised Vision Transformers via Subspace Intervention

Receipt and verification

First computed	2026-07-05T11:58:20.286050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8c65d7860ed538b6007b08ec673a252571282408038cbc770fd4364594662f0

Aliases

arxiv: 2408.17059 · arxiv_version: 2408.17059v6 · doi: 10.48550/arxiv.2408.17059 · pith_short_12: ZDDF26DA5VJY · pith_short_16: ZDDF26DA5VJYWYAH · pith_short_8: ZDDF26DA

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/ZDDF26DA5VJYWYAHWCHMM45CKJ \
  | 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: c8c65d7860ed538b6007b08ec673a252571282408038cbc770fd4364594662f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "501a11fe6e61bc7297d63d9a19fe26558e4ad7d61100a360e6b5e27d1645f362",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-30T07:38:28Z",
    "title_canon_sha256": "1a34e610bfb36154889fc86b2fb9e38b358f3903f379537d4f7be3a1dedff119"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.17059",
    "kind": "arxiv",
    "version": 6
  }
}