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cs.CV2025
ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding
Jialiang Kang, Han Shu, Wenshuo Li +2
Speculative decoding is a widely adopted technique for accelerating inference in large language models (LLMs), yet its application to vision-language models (VLMs) remains underexp…
cs.CV2025★ 1 cited
Domain Adaptation-Based Crossmodal Knowledge Distillation for 3D Semantic Segmentation
Jialiang Kang, Jiawen Wang, Dingsheng Luo
Semantic segmentation of 3D LiDAR data plays a pivotal role in autonomous driving. Traditional approaches rely on extensive annotated data for point cloud analysis, incurring high…