Pith Number

pith:EN5VL3SN

pith:2025:EN5VL3SNDBIJT7RRNICDAI3DGK

not attested not anchored not stored refs pending

Improving Real-Time Concept Drift Detection using a Hybrid Transformer-Autoencoder Framework

K Mounvik, N Harshit

arxiv:2508.07085 v1 · 2025-08-09 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EN5VL3SNDBIJT7RRNICDAI3DGK}

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

1 paper in Pith

Counterfactual Reward Model Training for Bias Mitigation in Multimodal Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:51:40.614035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

237b55ee4d185099fe316a0430236332853d224f4db15886f5690cc73591c77e

Aliases

arxiv: 2508.07085 · arxiv_version: 2508.07085v1 · doi: 10.48550/arxiv.2508.07085 · pith_short_12: EN5VL3SNDBIJ · pith_short_16: EN5VL3SNDBIJT7RR · pith_short_8: EN5VL3SN

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/EN5VL3SNDBIJT7RRNICDAI3DGK \
  | 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: 237b55ee4d185099fe316a0430236332853d224f4db15886f5690cc73591c77e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4685e82c40dee3c600fef77450d097f59626979f86492c1f459946518b4e678",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-09T19:39:33Z",
    "title_canon_sha256": "f06c3a14dd2d245bea3bbff522bc563aed615f9746a81fa00158aadd23546c95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07085",
    "kind": "arxiv",
    "version": 1
  }
}