🏢 Samsung Research

FINALLY achieves studio-like speech enhancement speed and quality using a novel GAN-based approach with WavLM-integrated perceptual loss, outperforming existing diffusion models.

EnsIR: Training-free image restoration ensemble via Gaussian mixture models, boosting accuracy efficiently.

DISP-LLM: A novel dimension-independent structural pruning method for LLMs achieves accuracy similar to semi-structural pruning while improving flexibility and efficiency, outperforming state-of-the-a…

CIFD, a novel knowledge distillation method, drastically cuts training costs while boosting performance, particularly for large datasets, by using Rate-Distortion Modules instead of Teacher Assistants…