The reviewed record of science sign in
Pith
Pith Number

pith:LGYWFIT3

pith:2021:LGYWFIT3GYOPUG3NVYJT5YDFQC
not attested not anchored not stored refs pending

Iterative Teacher-Aware Learning

Dongruo Zhou, Jeffrey L. Chen, Jingdong Gao, Junhong Shen, Luyao Yuan, Quanquan Gu, Song-Chun Zhu, Ying Nian Wu

arxiv:2110.00137 v3 · 2021-10-01 · cs.LG · cs.AI · cs.HC

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\usepackage{pith}
\pithnumber{LGYWFIT3GYOPUG3NVYJT5YDFQC}

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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.
Receipt and verification
First computed 2026-07-05T03:26:20.775126Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

59b162a27b361cfa1b6dae133ee06580be5ee1a013a88dc400dd4b40d4fefb1a

Aliases

arxiv: 2110.00137 · arxiv_version: 2110.00137v3 · doi: 10.48550/arxiv.2110.00137 · pith_short_12: LGYWFIT3GYOP · pith_short_16: LGYWFIT3GYOPUG3N · pith_short_8: LGYWFIT3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LGYWFIT3GYOPUG3NVYJT5YDFQC \
  | 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: 59b162a27b361cfa1b6dae133ee06580be5ee1a013a88dc400dd4b40d4fefb1a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6b2fbf4d64b140386ffa8bf7caae49a57e1eedfc96e2f86b85120397eb75897d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-01T00:27:47Z",
    "title_canon_sha256": "704aad5d87b7b920010c905bc2845ad889ca6e4a21e3a80214697abe9f48e094"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.00137",
    "kind": "arxiv",
    "version": 3
  }
}