Pith Number

pith:MA3FBSD7

pith:2024:MA3FBSD75HCVWMYAW2M5NEB66X

not attested not anchored not stored refs pending

SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation

Jonghyun Lee, Juhyeon Shin, Sungroh Yoon, Uiwon Hwang

arxiv:2403.10834 v1 · 2024-03-16 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{MA3FBSD75HCVWMYAW2M5NEB66X}

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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

2 papers in Pith

Safe-Subspace Pseudo-Label Refinement for Source-Free Graph Domain Adaptation

Continual Learning of Domain-Invariant Representations

Receipt and verification

First computed	2026-07-05T07:57:07.759349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

603650c87fe9c55b3300b699d6903ef5f276e1848a6b784fccf4ab6f05c62850

Aliases

arxiv: 2403.10834 · arxiv_version: 2403.10834v1 · doi: 10.48550/arxiv.2403.10834 · pith_short_12: MA3FBSD75HCV · pith_short_16: MA3FBSD75HCVWMYA · pith_short_8: MA3FBSD7

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/MA3FBSD75HCVWMYAW2M5NEB66X \
  | 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: 603650c87fe9c55b3300b699d6903ef5f276e1848a6b784fccf4ab6f05c62850

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97f6ccaf3ec8737104df940862fd32dc529f27c53176350e66629a8864cd5b97",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-16T07:05:47Z",
    "title_canon_sha256": "c48590822f3105a175072033b2faa7f52a7a073ed9bbcb5a49fbf9f93801a687"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10834",
    "kind": "arxiv",
    "version": 1
  }
}