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20232026
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cs.CV2026

CinemaTraj: Composing Atomic Camera Trajectories for 3D Scenes with LLM Agents

Qianru Li, Xuyang Chen, Erkin Türköz +5

Automatically generating cinematically expressive camera trajectories through 3D scenes from natural language descriptions is a challenging task of high practical value, with appli…

cs.CV2026

HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation

Hari Krishna Gadi, Daniel Matos, Hongyi Luo +4

Visual geolocalization, the task of predicting where an image was taken, remains challenging due to global scale, visual ambiguity, and the inherently hierarchical structure of geo…

cs.CV2026

Driving with DINO: Vision Foundation Features as a Unified Bridge for Sim-to-Real Generation in Autonomous Driving

Xuyang Chen, Conglang Zhang, Chuanheng Fu +9

Driven by the emergence of Controllable Video Diffusion, existing Sim2Real methods for autonomous driving video generation typically rely on explicit intermediate representations t…

cs.CV2025

MeSS: City Mesh-Guided Outdoor Scene Generation with Cross-View Consistent Diffusion

Xuyang Chen, Zhijun Zhai, Kaixuan Zhou +8

Mesh models have become increasingly accessible for numerous cities; however, the lack of realistic textures restricts their application in virtual urban navigation and autonomous…

cs.CV2023

Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text

Xuyang Chen, Dong Wang, Konrad Schindler +4

Recently, Transformer-based text detection techniques have sought to predict polygons by encoding the coordinates of individual boundary vertices using distinct query features. How…