Pith Number

pith:3Q6SA5YJ

pith:2020:3Q6SA5YJTVHGEMNFNQ54NNPMMN

not attested not anchored not stored refs pending

Gradient Episodic Memory with a Soft Constraint for Continual Learning

Guannan Hu, Hu Ding, Wenhao Zhu, Wu Zhang

arxiv:2011.07801 v1 · 2020-11-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Q6SA5YJTVHGEMNFNQ54NNPMMN}

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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

1 paper in Pith

SLE-FNO: Single-Layer Extensions for Task-Agnostic Continual Learning in Fourier Neural Operators

Receipt and verification

First computed	2026-07-05T01:51:54.429119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc3d2077099d4e6231a56c3bc6b5ec634429dd87abfd3241341a414798695d50

Aliases

arxiv: 2011.07801 · arxiv_version: 2011.07801v1 · doi: 10.48550/arxiv.2011.07801 · pith_short_12: 3Q6SA5YJTVHG · pith_short_16: 3Q6SA5YJTVHGEMNF · pith_short_8: 3Q6SA5YJ

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/3Q6SA5YJTVHGEMNFNQ54NNPMMN \
  | 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: dc3d2077099d4e6231a56c3bc6b5ec634429dd87abfd3241341a414798695d50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dd278f9ba80deed7f7336810d09d02c4bda3d17aa732edbccc4ad4f6d7496e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-16T09:06:09Z",
    "title_canon_sha256": "3c92c895416f759cabd17213d1506a6ce05013ec43f6f1d3c8927350a99164a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07801",
    "kind": "arxiv",
    "version": 1
  }
}