Pith. sign in
Pith Number

pith:RNFFU4L5

pith:2025:RNFFU4L5PVPMUWG3VCG45FYLDL
not attested not anchored not stored refs pending

SAM2RL: Towards Reinforcement Learning Memory Control in Segment Anything Model 2

Alen Adamyan, Klara Janouskova, Martin Schmid, Matej Straka, Tom\'a\v{s} \v{C}\'i\v{z}ek

arxiv:2507.08548 v1 · 2025-07-11 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RNFFU4L5PVPMUWG3VCG45FYLDL}

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 2026-07-05T11:35:41.855239Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8b4a5a717d7d5eca58dba88dce970b1ad5e16591cd563909be3ded6e4ea0cc7f

Aliases

arxiv: 2507.08548 · arxiv_version: 2507.08548v1 · doi: 10.48550/arxiv.2507.08548 · pith_short_12: RNFFU4L5PVPM · pith_short_16: RNFFU4L5PVPMUWG3 · pith_short_8: RNFFU4L5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RNFFU4L5PVPMUWG3VCG45FYLDL \
  | 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: 8b4a5a717d7d5eca58dba88dce970b1ad5e16591cd563909be3ded6e4ea0cc7f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fa0b8f37c31348d01a4c9778a573a027ec40b4b58f299032b3dd4523216221a5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-11T12:53:19Z",
    "title_canon_sha256": "090e82db41f26364f5b82bdad0c7daa3e10ec7cc0d916cd9ca155c80d1032b8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08548",
    "kind": "arxiv",
    "version": 1
  }
}