Pith Number

pith:LD2DIP6D

pith:2024:LD2DIP6DMMHFEXBB5CVDLR2ADO

not attested not anchored not stored refs pending

No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation

Chenhao Wu, Fanman Meng, Haoran Wei, Hongliang Li, Linfeng Xu, Qingbo Wu, Runtong Zhang, Shuai Chen

arxiv:2407.16182 v2 · 2024-07-23 · cs.CV

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\usepackage{pith}
\pithnumber{LD2DIP6DMMHFEXBB5CVDLR2ADO}

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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

Unlocking the Power of SAM 2 for Few-Shot Segmentation

Receipt and verification

First computed	2026-07-05T10:45:10.293309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58f4343fc3630e525c21e8aa35c7401b948b2b121e36edf78fbfc756a467b4b4

Aliases

arxiv: 2407.16182 · arxiv_version: 2407.16182v2 · doi: 10.48550/arxiv.2407.16182 · pith_short_12: LD2DIP6DMMHF · pith_short_16: LD2DIP6DMMHFEXBB · pith_short_8: LD2DIP6D

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/LD2DIP6DMMHFEXBB5CVDLR2ADO \
  | 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: 58f4343fc3630e525c21e8aa35c7401b948b2b121e36edf78fbfc756a467b4b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b74d1aa846421859b6612d32c1e7f470b829f629f30ef55cfd12d322a653187b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-23T05:09:07Z",
    "title_canon_sha256": "18f8c6d5a2c1716bc9f62b325cd70e409b073c2fb104783282a5bee94c897f33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16182",
    "kind": "arxiv",
    "version": 2
  }
}