Pith Number

pith:LDBIA6SL

pith:2023:LDBIA6SLGT63DFEGIN7UAEOHSV

not attested not anchored not stored refs pending

Zero-Shot Robustification of Zero-Shot Models

Changho Shin, Dyah Adila, Frederic Sala, Linrong Cai

arxiv:2309.04344 v2 · 2023-09-08 · cs.LG · 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{LDBIA6SLGT63DFEGIN7UAEOHSV}

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

3 papers in Pith

$A^2$: Smaller Self-Supervised ViTs Localize Better than Larger Ones

Large Language Model Teaches Visual Students: Cross-Modality Transfer of Fine-Grained Conceptual Knowledge

Birds of a Feather Flock Together: Background-Invariant Representations via Linear Structure in VLMs

Receipt and verification

First computed	2026-07-05T07:43:55.785999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58c2807a4b34fdb19486437f4011c795446f23c8a0516ff280dbcf779ebbd3b1

Aliases

arxiv: 2309.04344 · arxiv_version: 2309.04344v2 · doi: 10.48550/arxiv.2309.04344 · pith_short_12: LDBIA6SLGT63 · pith_short_16: LDBIA6SLGT63DFEG · pith_short_8: LDBIA6SL

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/LDBIA6SLGT63DFEGIN7UAEOHSV \
  | 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: 58c2807a4b34fdb19486437f4011c795446f23c8a0516ff280dbcf779ebbd3b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cef6a7e152933525a7726cbb57c9d9877356994e13cef62cb5a92b2660d4b99b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-08T14:15:47Z",
    "title_canon_sha256": "26f2c3b3270c5a9d73337ec3d4ee3716f9c7f11ba9789b7f00351a841195e78b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04344",
    "kind": "arxiv",
    "version": 2
  }
}