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20242026
most citedHybridOcc: NeRF Enhanced Transformer-based Multi-Camera 3D Occupancy Prediction

12 citations · 12 across the 7 of their papers we have counts for

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5 papers · 1 filter

cs.CV2026

SpatialGuard: Harness-Guided Verifiable Spatial Reasoning for Text-to-Image Generation

Ziyun Qian, Zizhi Chen, Yizhou Liu +3

Complex 3D spatial text to image generation requires models to convert natural language into stable visual geometry, not merely semantic appearance. Existing prompt-driven or layou…

cs.CV2025

2DGS-Avatar: Animatable High-fidelity Clothed Avatar via 2D Gaussian Splatting

Qipeng Yan, Mingyang Sun, Lihua Zhang

Real-time rendering of high-fidelity and animatable avatars from monocular videos remains a challenging problem in computer vision and graphics. Over the past few years, the Neural…

cs.CV2024

MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation

Xiao Zhao, Xukun Zhang, Dingkang Yang +4

Accurate and robust multimodal multi-task perception is crucial for modern autonomous driving systems. However, current multimodal perception research follows independent paradigms…

cs.CV202412 cited

HybridOcc: NeRF Enhanced Transformer-based Multi-Camera 3D Occupancy Prediction

Xiao Zhao, Bo Chen, Mingyang Sun +7

Vision-based 3D semantic scene completion (SSC) describes autonomous driving scenes through 3D volume representations. However, the occlusion of invisible voxels by scene surfaces…

cs.CV2024

Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities

Mingcheng Li, Dingkang Yang, Xiao Zhao +7

Multimodal sentiment analysis (MSA) aims to understand human sentiment through multimodal data. Most MSA efforts are based on the assumption of modality completeness. However, in r…