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pith:F5237LHX

pith:2026:F5237LHXARUSC2ZJVR5HVMR54T
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UniGeo: Unifying Geometric Guidance for Camera-Controllable Image Editing via Video Models

Hong Jiang, Ruijie Quan, Wensong Song, Yi Yang, Zongxing Yang

Unifying geometric guidance at representation, architecture, and loss levels lets video models edit images under new camera poses with less drift.

arxiv:2604.17565 v3 · 2026-04-19 · cs.CV

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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Claims

C1strongest claim

Comprehensive experiments across multiple public benchmarks, encompassing both extensive and limited camera motion settings, demonstrate that UniGeo significantly outperforms existing methods in both visual quality and geometric consistency.

C2weakest assumption

That fragmented geometric guidance is the primary cause of drift and that injecting unified guidance at representation, architecture, and loss levels will jointly stabilize output without new inconsistencies or the need for extensive hyperparameter tuning.

C3one line summary

UniGeo unifies geometric guidance across three levels in video models to reduce geometric drift and improve consistency in camera-controllable image editing.

Receipt and verification
First computed 2026-06-26T01:15:51.883404Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2f75bfacf70469216b29ac7a7ab23de4ebea4db9729719515e94c8a893a94702

Aliases

arxiv: 2604.17565 · arxiv_version: 2604.17565v3 · doi: 10.48550/arxiv.2604.17565 · pith_short_12: F5237LHXARUS · pith_short_16: F5237LHXARUSC2ZJ · pith_short_8: F5237LHX
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F5237LHXARUSC2ZJVR5HVMR54T \
  | 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: 2f75bfacf70469216b29ac7a7ab23de4ebea4db9729719515e94c8a893a94702
Canonical record JSON
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    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-04-19T18:11:08Z",
    "title_canon_sha256": "720c693f3433446380308424a4e4891c4712dfe1e83a747eb313b10de50f1974"
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