Pith Number

pith:KSZCFVQP

pith:2022:KSZCFVQPRJGN4HHHS6ZQHYNX75

not attested not anchored not stored refs pending

QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

Fengwei Yu, Ruihao Gong, Xianglong Liu, Xiuying Wei, Yuhang Li

arxiv:2203.05740 v2 · 2022-03-11 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSZCFVQPRJGN4HHHS6ZQHYNX75}

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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

7 papers in Pith

Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit Quantization for Large Language Models

GoQuant: Geometric Orthogonal Residual Projection for Multiplier-Free Power-of-Two Transformer Quantization

AHCQ-SAM: Toward Accurate and Hardware-Compatible Post-Training Segment Anything Model Quantization

Nonlinear Bipolar Compensation: Handling Outliers in Post-Training Quantization

MARR: Module-Adaptive Residual Reconstruction for Low-Bit Post-Training Quantization

Receipt and verification

First computed	2026-07-05T05:43:47.804764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54b222d60f8a4cde1ce797b303e1b7ff7febe14759b7f2d56d539cb276c56198

Aliases

arxiv: 2203.05740 · arxiv_version: 2203.05740v2 · doi: 10.48550/arxiv.2203.05740 · pith_short_12: KSZCFVQPRJGN · pith_short_16: KSZCFVQPRJGN4HHH · pith_short_8: KSZCFVQP

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/KSZCFVQPRJGN4HHHS6ZQHYNX75 \
  | 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: 54b222d60f8a4cde1ce797b303e1b7ff7febe14759b7f2d56d539cb276c56198

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81ef48faf0acb1971d6f41868c8a0e4e31dbc9568d9a904ac09dcff3b58f64f1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-11T04:01:53Z",
    "title_canon_sha256": "fb5f0c80dd3c84eea75203f2de50324714d509bd76345b520552d4247d9571a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05740",
    "kind": "arxiv",
    "version": 2
  }
}