Pith Number

pith:NNR2M3BQ

pith:2019:NNR2M3BQAJTE3NIAM7HAMJYHTX

not attested not anchored not stored refs pending

Improved Knowledge Distillation via Teacher Assistant

Akihiro Matsukawa, Ang Li, Hassan Ghasemzadeh, Mehrdad Farajtabar, Nir Levine, Seyed-Iman Mirzadeh

arxiv:1902.03393 v2 · 2019-02-09 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NNR2M3BQAJTE3NIAM7HAMJYHTX}

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

5 papers in Pith

Different Teachers, Different Capabilities: Sub-1B On-Device Distillation for Structured Text Enrichment

TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation

Divergence Decoding: Inference-Time Unlearning via Auxiliary Models

SLAD : Shared LoRA Adapters for Task Specific Distillation

Graph-based Knowledge Distillation by Multi-head Attention Network

Receipt and verification

First computed	2026-07-05T00:26:23.512474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b63a66c3002664db50067ce0627079dc45bb18538479d3c9f4c325e8fd1c8bd

Aliases

arxiv: 1902.03393 · arxiv_version: 1902.03393v2 · doi: 10.48550/arxiv.1902.03393 · pith_short_12: NNR2M3BQAJTE · pith_short_16: NNR2M3BQAJTE3NIA · pith_short_8: NNR2M3BQ

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/NNR2M3BQAJTE3NIAM7HAMJYHTX \
  | 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: 6b63a66c3002664db50067ce0627079dc45bb18538479d3c9f4c325e8fd1c8bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "848169d40e6c1056d3b060069698bc2c55a734c734b97fd3ac72cc8924c43241",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-09T09:06:01Z",
    "title_canon_sha256": "db212afbe2b7a4a3c1ee075178987f26fcfbe431c0034c6b7e2cd12773c552c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.03393",
    "kind": "arxiv",
    "version": 2
  }
}