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binary weight

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model compression (5) neural network (3) ternary weight (2) discrete weight (2) weight quantization (1) hardware acceleration (1) variational baye (1) binary neural network (1) weight posterior (1) activation quantization (1)

Papers

HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS ICLR 2025 Provable Tempered Overfitting of Minimal Nets and Typical Nets NeurIPS 2024 Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations AAAI 2019 Learning Discrete Weights Using the Local Reparameterization Trick ICLR 2018 Network Sketching: Exploiting Binary Structure in Deep CNNs CVPR 2017 BinaryConnect: Training Deep Neural Networks with binary weights during propagations NeurIPS 2015 Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights NeurIPS 2014