structured sparsity

A Fast Post-Training Pruning Framework for Transformers NeurIPS 2022 Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022 Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable ICLR 2022 Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets ICML 2022 Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP 2022 Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity NAACL 2022 Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022 Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ICML 2022 Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NeurIPS 2021 Channel Permutations for N:M Sparsity NeurIPS 2021 DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch AAAI 2021 Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch ICLR 2021 Only Train Once: A One-Shot Neural Network Training And Pruning Framework NeurIPS 2021 RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021 T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs NeurIPS 2021 Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity Interspeech 2020 Discriminative Feature Selection via A Structured Sparse Subspace Learning Module IJCAI 2020 Leading Multi-Agent Teams to Multiple Goals While Maintaining Communication RSS 2020 Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020 Learning With Subquadratic Regularization : A Primal-Dual Approach IJCAI 2020 Semismooth Newton Algorithm for Efficient Projections onto ℓ_1, ∞-norm Ball ICML 2020 Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO WACV 2020 Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020 Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019 Dependent relevance determination for smooth and structured sparse regression JMLR 2019