2 papers
cs.CV2025
Enhancing Logits Distillation with Plug\&Play Kendall's Ranking Loss
Yuchen Guan, Runxi Cheng, Kang Liu +1
Knowledge distillation typically minimizes the Kullback-Leibler (KL) divergence between teacher and student logits. However, optimizing the KL divergence can be challenging for the…
cs.CV2024
Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling
Jinmin Li, Tao Dai, Jingyun Zhang +5
Recently developed generative methods, including invertible rescaling network (IRN) based and generative adversarial network (GAN) based methods, have demonstrated exceptional perf…