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cs.CV2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models
Eman Ali, Sathira Silva, Muhammad Haris Khan
Vision-language models (VLMs), e.g., CLIP, have shown remarkable potential in zero-shot image classification. However, adapting these models to new domains remains challenging, esp…
cs.CV2024★ 2 cited
A Spatiotemporal Approach to Tri-Perspective Representation for 3D Semantic Occupancy Prediction
Sathira Silva, Savindu Bhashitha Wannigama, Gihan Jayatilaka +2
Holistic understanding and reasoning in 3D scenes are crucial for the success of autonomous driving systems. The evolution of 3D semantic occupancy prediction as a pretraining task…