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cs.CV2025
OT-ALD: Aligning Latent Distributions with Optimal Transport for Accelerated Image-to-Image Translation
Zhanpeng Wang, Shuting Cao, Yuhang Lu +3
The Dual Diffusion Implicit Bridge (DDIB) is an emerging image-to-image (I2I) translation method that preserves cycle consistency while achieving strong flexibility. It links two i…
cs.CV2025
Towards Fast, Memory-based and Data-Efficient Vision-Language Policy
Haoxuan Li, Sixu Yan, Yuhan Li +1
Vision Language Models (VLMs) pretrained on Internet-scale vision-language data have demonstrated the potential to transfer their knowledge to robotic learning. However, the existi…
cs.CV2024
GiVE: Guiding Visual Encoder to Perceive Overlooked Information
Junjie Li, Jianghong Ma, Xiaofeng Zhang +2
Multimodal Large Language Models have advanced AI in applications like text-to-video generation and visual question answering. These models rely on visual encoders to convert non-t…