| Title | Year | Type | Tag | Blog |
|---|---|---|---|---|
| Learning both Weights and Connections for Efficient Neural Networks | 2015 | NIPS | pruning |
blog |
| Deep Compression : Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding | 2016 | ICLR | pruning, quantization |
blog |
| 8-bit Inference with TensorRT | 2017 | GTC | quantization |
Blog |
| SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size | 2016 | - | Networks |
blog |
| Sum-Product Networks: A New Deep Architecture | 2011 | UAI | SPN |
- |
| Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1 | 2016 | - | BNN |
blog |
| Ternary weight networks | 2016 | - | BNN, TWNs |
blog |
| ResNeSt | 2020 | |||
| ResNext | 2017 | |||
| SENet | 2017 | |||
| SKNet | 2019 | |||
| FReLU | 2017 | |||
| RepVGG | 2021 | |||
| ShuffleNet | ||||
| An Ultra Lightweight CNN for Low Resource Circuit Component Recognition | ||||
| RetinaNet |