Pith. sign in
Pith Number

pith:CYNGNI4B

pith:2024:CYNGNI4BR6KUUDMQKWA645RZOS
not attested not anchored not stored refs pending

TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability

Fengji Ma, Hei Victor Cheng, Li Liu

arxiv:2405.17678 v1 · 2024-05-27 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CYNGNI4BR6KUUDMQKWA645RZOS}

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.
Receipt and verification
First computed 2026-07-05T08:24:09.622272Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

161a66a3818f954a0d905581ee763974a40b9431f66f98102752972e1dcd7ed5

Aliases

arxiv: 2405.17678 · arxiv_version: 2405.17678v1 · doi: 10.48550/arxiv.2405.17678 · pith_short_12: CYNGNI4BR6KU · pith_short_16: CYNGNI4BR6KUUDMQ · pith_short_8: CYNGNI4B
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CYNGNI4BR6KUUDMQKWA645RZOS \
  | 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: 161a66a3818f954a0d905581ee763974a40b9431f66f98102752972e1dcd7ed5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b6f1796165b30959d1e960632fc562a8c416095193b8971e74220ab70a38f3be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-27T22:10:17Z",
    "title_canon_sha256": "8abeb58f5d04b8293104b234f102ff2ffc78913d68c4299a50e9e2a61ac8ee2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17678",
    "kind": "arxiv",
    "version": 1
  }
}