🏢 Advanced Micro Devices, Inc.
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
·1611 words·8 mins·
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AI Generated
Computer Vision
Image Classification
🏢 Advanced Micro Devices, Inc.
QT-ViT boosts Vision Transformer efficiency by using quadratic Taylor expansion to approximate self-attention, achieving state-of-the-art accuracy and speed.
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
·2302 words·11 mins·
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Computer Vision
Image Generation
🏢 Advanced Micro Devices, Inc.
DiP-GO: A novel pruning method accelerates diffusion models via few-step gradient optimization, achieving a 4.4x speedup on Stable Diffusion 1.5 without accuracy loss.