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cs.CV2026
Accelerating Large-Scale Dataset Distillation via Exploration-Exploitation Optimization
Muhammad J. Alahmadi, Peng Gao, Feiyi Wang +1
Dataset distillation compresses the original data into compact synthetic datasets, reducing training time and storage while retaining model performance, enabling deployment under l…
cs.CV2025
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
Weizhi Gao, Zhichao Hou, Junqi Yin +3
Diffusion models have emerged as powerful generative models, but their high computation cost in iterative sampling remains a significant bottleneck. In this work, we present an in-…