A research library for pytorch-based neural network pruning, compression, and more.

Official implementation of the SPL paper "One-class Learning Towards Synthetic Voice Spoofing Detection"

[ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.

[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)

【ECCV2024】 DualDn: Dual-domain Denoising via Differentiable ISP. ⭐😤⭐💀 SOTA model for real-image denoising. 💀 Both in terms of denoising performance and generalization ability.

[TNNLS 2022] Pytorch codes for Federated Generalized Face Presentation Attack Detection

The decision boundary complexity (DBC) score to define and measure the complexity of decision boundary of DNNs.

LeNet-5 with SAM, Generalization