most citedSphUnc: Hyperspherical Uncertainty Decomposition and Causal Identification via Information Geometry

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cs.CV2026

GeoRefer-Bench: A Benchmark from Referring Pixels to Verifiable Geospatial Reasoning

Shuaishuai Cao, Min Huang, Meng Tang +3

Referring segmentation in overhead imagery is inherently relational: a query may ask for the buildings north of the road or the pond closest to a residential area, so the correct r…

cs.CV2026

Hierarchical Adaptive Feature Refinement Network for VHR Remote Sensing Image Segmentation

Shuaishuai Cao, Meng Tang, Shuwei Peng +7

Semantic segmentation of very-high-resolution (VHR) remote sensing imagery increasingly benefits from strong pretrained hierarchical encoders, yet exploiting their multi-stage repr…

cs.CV2026

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation

Shuaishuai Cao, Shuwei Peng, Meng Tang +5

Semantic segmentation models are trained and evaluated against human-drawn masks, yet remote-sensing annotations are often coarse, incomplete, or misaligned; high overlap scores ma…

cs.CV2026

Social-JEPA: Emergent Geometric Isomorphism

Haoran Zhang, Youjin Wang, Yi Duan +6

World models compress rich sensory streams into compact latent codes that anticipate future observations. We let separate agents acquire such models from distinct viewpoints of the…

cs.CV2025★ 1 cited

Seed1.5-VL Technical Report

Dong Guo, Faming Wu, Feida Zhu +194

We present Seed1.5-VL, a vision-language foundation model designed to advance general-purpose multimodal understanding and reasoning. Seed1.5-VL is composed with a 532M-parameter v…