sparse neural network

Dual Lottery Ticket Hypothesis ICLR 2022 Dynamic Sparse Network for Time Series Classification: Learning What to “See” NeurIPS 2022 Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022 Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win AAAI 2022 How Well Do Sparse ImageNet Models Transfer? CVPR 2022 Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning CVPR 2022 Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022 NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks ICML 2022 Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently ICLR 2022 Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free CVPR 2022 The State of Sparse Training in Deep Reinforcement Learning ICML 2022 Universality of Winning Tickets: A Renormalization Group Perspective ICML 2022 Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch ICLR 2021 Meta-Learning Sparse Implicit Neural Representations NeurIPS 2021 Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner CVPR 2021 PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data ICML 2021 Selfish Sparse RNN Training ICML 2021 Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration NeurIPS 2021 DARB: A Density-Adaptive Regular-Block Pruning for Deep Neural Networks AAAI 2020 Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation EMNLP 2020 Learning Sparse Neural Networks for Better Generalization IJCAI 2020 ProxSGD: Training Structured Neural Networks under Regularization and Constraints ICLR 2020 Rigging the Lottery: Making All Tickets Winners ICML 2020 Structured Compression by Weight Encryption for Unstructured Pruning and Quantization CVPR 2020 Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019