Pith Number

pith:37KAMHYT

pith:2024:37KAMHYTKCEF4MS7FAZW7LHXVB

not attested not anchored not stored refs pending

Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts

Jayaram Raghuram, Jihye Choi, Somesh Jha, Yixuan Li

arxiv:2412.14097 v1 · 2024-12-18 · cs.LG · cs.AI · 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{37KAMHYTKCEF4MS7FAZW7LHXVB}

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

2 papers in Pith

Multimodal Concept Bottleneck Models

Mitigating Label Bias with Interpretable Rubric Embeddings

Receipt and verification

First computed	2026-07-05T09:51:13.608745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfd4061f1350885e325f28336facf7a85cc67a15b35809d8d5fd6327eb7922b0

Aliases

arxiv: 2412.14097 · arxiv_version: 2412.14097v1 · doi: 10.48550/arxiv.2412.14097 · pith_short_12: 37KAMHYTKCEF · pith_short_16: 37KAMHYTKCEF4MS7 · pith_short_8: 37KAMHYT

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/37KAMHYTKCEF4MS7FAZW7LHXVB \
  | 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: dfd4061f1350885e325f28336facf7a85cc67a15b35809d8d5fd6327eb7922b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "491f13498e3ca47584cf5977528f7702194b78836c2f68a3a1e59d60f740fbde",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-18T17:47:46Z",
    "title_canon_sha256": "2cb6726dc961dcf8b86689c513fdc2a08477252b0398fb529ae8bbf3fdad2464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14097",
    "kind": "arxiv",
    "version": 1
  }
}