bhheo / BSS_distillation
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)
☆70Updated 5 years ago
Alternatives and similar repositories for BSS_distillation:
Users that are interested in BSS_distillation are comparing it to the libraries listed below
- Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)☆104Updated 5 years ago
- ☆25Updated 5 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆64Updated 2 years ago
- Unofficial pytorch implementation of Born-Again Neural Networks.☆53Updated 3 years ago
- ☆60Updated 4 years ago
- Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)☆76Updated 5 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Updated 5 years ago
- Implementation of the Heterogeneous Knowledge Distillation using Information Flow Modeling method☆24Updated 4 years ago
- [ICCV'19] Improving Adversarial Robustness via Guided Complement Entropy☆40Updated 5 years ago
- ☆49Updated 5 years ago
- Knowledge Transfer via Dense Cross-layer Mutual-distillation (ECCV'2020)☆30Updated 4 years ago
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Updated 4 years ago
- Source code accompanying our CVPR 2019 paper: "NetTailor: Tuning the architecture, not just the weights."☆52Updated 3 years ago
- Code and pretrained models for paper: Data-Free Adversarial Distillation☆95Updated 2 years ago
- DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks https://arxiv.org/abs/1901.09229☆66Updated 3 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 4 years ago
- [ICLR 2021 Spotlight Oral] "Undistillable: Making A Nasty Teacher That CANNOT teach students", Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Che…☆81Updated 3 years ago
- PyTorch implementation of Weighted Batch-Normalization layers☆37Updated 4 years ago
- AutoDIAL Caffe Implementation☆27Updated 7 years ago
- Deeply-supervised Knowledge Synergy (CVPR'2019)☆67Updated 3 years ago
- ☆25Updated 5 years ago
- "Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).☆50Updated 4 years ago
- Zero-Shot Knowledge Distillation in Deep Networks in ICML2019☆48Updated 5 years ago
- Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression☆47Updated last year
- [CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning☆85Updated 3 years ago
- Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"☆140Updated 4 years ago
- Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"☆118Updated last year
- PyTorch implementation for GAL.☆55Updated 4 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Updated 4 years ago
- [AAAI-2020] Official implementation for "Online Knowledge Distillation with Diverse Peers".☆72Updated last year