Pith Number

pith:LIFERR4P

pith:2024:LIFERR4PRVCCDWOCZAX25D3YXH

not attested not anchored not stored refs pending

HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts

Hongjun Wang, Kai Han, Sagar Vaze

arxiv:2408.04591 v2 · 2024-08-08 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIFERR4PRVCCDWOCZAX25D3YXH}

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.

Cited by

2 papers in Pith

Sparsity Hurts: Simple Linear Adapter Can Boost Generalized Category Discovery

PACO: Proxy-Task Alignment and Online Calibration for On-the-Fly Category Discovery

Receipt and verification

First computed	2026-07-05T10:22:48.949936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a0a48c78f8d4421d9c2c82fae8f78b9c09e4c1014ae93b7566f6efb68aeb49d

Aliases

arxiv: 2408.04591 · arxiv_version: 2408.04591v2 · doi: 10.48550/arxiv.2408.04591 · pith_short_12: LIFERR4PRVCC · pith_short_16: LIFERR4PRVCCDWOC · pith_short_8: LIFERR4P

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/LIFERR4PRVCCDWOCZAX25D3YXH \
  | 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: 5a0a48c78f8d4421d9c2c82fae8f78b9c09e4c1014ae93b7566f6efb68aeb49d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "763948e293acc268d8c1f6b2c890d814f80429e78c06abe910e7de01076567c7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-08T17:04:06Z",
    "title_canon_sha256": "e38ae122109328ed896e49591b7cc5dc405feaeebbc29bd73a19894e47e91402"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04591",
    "kind": "arxiv",
    "version": 2
  }
}