Pith Number

pith:FPDBPLV2

pith:2024:FPDBPLV2YMHGA5RHN7UVT6BAQ3

not attested not anchored not stored refs pending

Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers

Jian Chen, Qi Deng, Ronghao Zhang, Runhao Zeng, Shuaicheng Niu, Xiping Hu, Yaofo Chen

arxiv:2412.16901 v1 · 2024-12-22 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FPDBPLV2YMHGA5RHN7UVT6BAQ3}

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.

Receipt and verification

First computed	2026-07-05T09:53:14.415424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bc617aebac30e6076276fe959f82086f0651b6782448275e3780d7ecb34e9cc

Aliases

arxiv: 2412.16901 · arxiv_version: 2412.16901v1 · doi: 10.48550/arxiv.2412.16901 · pith_short_12: FPDBPLV2YMHG · pith_short_16: FPDBPLV2YMHGA5RH · pith_short_8: FPDBPLV2

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/FPDBPLV2YMHGA5RHN7UVT6BAQ3 \
  | 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: 2bc617aebac30e6076276fe959f82086f0651b6782448275e3780d7ecb34e9cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dff4a0c8e88a125d39cba06d9985c1cf9f904228c978531a9da225a6b72b531",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-22T07:24:09Z",
    "title_canon_sha256": "6b2728c27d3c9524783a2a743399b7f863c7b15686543eed6223563db142b64c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16901",
    "kind": "arxiv",
    "version": 1
  }
}