Paper-Conference

Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
Segment Anything Model 2 (SAM2) shows excellent performance in video object segmentation tasks; however, the heavy computational burden …
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CacheQuant: Comprehensively Accelerated Diffusion Models
Diffusion models have gradually gained prominence in the field of image synthesis, showcasing remarkable generative capabilities. …
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K-sort arena: Efficient and reliable benchmarking for generative models via k-wise human preferences
The rapid advancement of visual generative models necessitates efficient and reliable evaluation methods. Arena platform, which gathers …
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I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
Vision Transformers (ViTs) have achieved state-of-the-art performance on various computer vision applications. However, these models …
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