bhheo / AB_distillation
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
☆104Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for AB_distillation
- Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)☆70Updated 5 years ago
- ☆49Updated 5 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Updated 4 years ago
- Pytorch implementation of SNAS☆75Updated 5 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆258Updated 5 years ago
- Zero-Shot Knowledge Distillation in Deep Networks in ICML2019☆49Updated 5 years ago
- Codes of Centripetal SGD☆62Updated 2 years ago
- BlockDrop: Dynamic Inference Paths in Residual Networks☆140Updated last year
- Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)☆76Updated 5 years ago
- Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…☆114Updated 6 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 3 years ago
- A PyTorch implementation of shake-shake☆111Updated 4 years ago
- Pytorch implementation of group normalization in https://arxiv.org/abs/1803.08494 (Following the PyTorch Style)☆87Updated 5 years ago
- [ICLR'19] Complement Objective Training☆76Updated 5 years ago
- Deep Metric Transfer for Label Propagation with Limited Annotated Data☆49Updated last year
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆266Updated 5 years ago
- Papers and Codes about Deep Metric Learning/Deep Embedding☆35Updated 4 years ago
- PyTorch implementation Large-Margin Softmax (L-Softmax) loss☆100Updated 6 years ago
- PyTorch implementation for GAL.☆55Updated 4 years ago
- Official repository for Big-Little Net☆58Updated 5 years ago
- ☆60Updated 4 years ago
- DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks https://arxiv.org/abs/1901.09229☆66Updated 3 years ago
- ☆134Updated 6 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆223Updated 4 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆100Updated 4 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆64Updated 2 years ago
- Global Sparse Momentum SGD for pruning very deep neural networks☆43Updated 2 years ago
- Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19☆48Updated 5 years ago
- Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055☆83Updated 5 years ago