Pith Number

pith:GZJPF47W

pith:2021:GZJPF47WITQTVEJSITO3CZKPRV

not attested not anchored not stored refs pending

Gradient Projection Memory for Continual Learning

Gobinda Saha, Isha Garg, Kaushik Roy

arxiv:2103.09762 v1 · 2021-03-17 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{GZJPF47WITQTVEJSITO3CZKPRV}

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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

Task-Differentiated Atomic Skill Expansion and Routing for Continual Learning Across Highly Heterogeneous Tasks

PACT: Preserving Anchored Cores in Task-vectors for Model Merging

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

Recursive Binding on a Budget: Subspace Carving in Order-p Tensor Memories

FreqOrtho-SR: Frequency-Guided Orthogonal Expert Learning for Real-World Image Super-Resolution

Receipt and verification

First computed	2026-07-05T02:24:07.121740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3652f2f3f644e13a913244ddb1654f8d7f2e4c28eda926db3f16cc4be2853a66

Aliases

arxiv: 2103.09762 · arxiv_version: 2103.09762v1 · doi: 10.48550/arxiv.2103.09762 · pith_short_12: GZJPF47WITQT · pith_short_16: GZJPF47WITQTVEJS · pith_short_8: GZJPF47W

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/GZJPF47WITQTVEJSITO3CZKPRV \
  | 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: 3652f2f3f644e13a913244ddb1654f8d7f2e4c28eda926db3f16cc4be2853a66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef82253febebf5d423ce3f600fde0c3d1c5dbcc58d21e5ed0a1f1dbf9b289f7f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-17T16:31:29Z",
    "title_canon_sha256": "55284b3e0592a68b045fc03d549ad1bbb415e00d771291e388781532acf2a761"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.09762",
    "kind": "arxiv",
    "version": 1
  }
}