Pith Number

pith:DWHWGCVL

pith:2016:DWHWGCVL76ID7DPJSH3QLZ7EDB

not attested not anchored not stored refs pending

Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer

Nikos Komodakis, Sergey Zagoruyko

arxiv:1612.03928 v3 · 2016-12-12 · cs.CV

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

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\usepackage{pith}
\pithnumber{DWHWGCVL76ID7DPJSH3QLZ7EDB}

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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

12 papers in Pith

DIPA: Distilled Preconditioned Algorithms for Solving Imaging Inverse Problems

Attention Grounded Enhancement for Visual Document Retrieval

CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Rapidly deploying on-device eye tracking by distilling visual foundation models

Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer

Receipt and verification

First computed	2026-05-18T00:50:56.241221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d8f630aabff903f8de991f705e7e41845787f03747d804b4dbc8a983caf075e

Aliases

arxiv: 1612.03928 · arxiv_version: 1612.03928v3 · doi: 10.48550/arxiv.1612.03928 · pith_short_12: DWHWGCVL76ID · pith_short_16: DWHWGCVL76ID7DPJ · pith_short_8: DWHWGCVL

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/DWHWGCVL76ID7DPJSH3QLZ7EDB \
  | 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: 1d8f630aabff903f8de991f705e7e41845787f03747d804b4dbc8a983caf075e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b471bce050db0ceb0667f37d266363af9b80c55a4317d95d20ffe582a392cc25",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-12-12T21:15:57Z",
    "title_canon_sha256": "06159371d76d020a8baf75178001776f1ed8641dae9a9c7cedb137bff183cc53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.03928",
    "kind": "arxiv",
    "version": 3
  }
}