Optimization

Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NeurIPS 2021 Training Generative Adversarial Networks in One Stage CVPR 2021 Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021 Training Neural Networks is ER-complete NeurIPS 2021 Training Over-parameterized Models with Non-decomposable Objectives NeurIPS 2021 Training Quantized Neural Networks to Global Optimality via Semidefinite Programming ICML 2021 Training Recurrent Neural Networks via Forward Propagation Through Time ICML 2021 Training with Quantization Noise for Extreme Model Compression ICLR 2021 Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization NeurIPS 2021 Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021 TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation ICCV 2021 Trusted-maximizers entropy search for efficient Bayesian optimization UAI 2021 TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SemEval 2021 Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL NeurIPS 2021 Turbocharging Treewidth-Bounded Bayesian Network Structure Learning AAAI 2021 Twice regularized MDPs and the equivalence between robustness and regularization NeurIPS 2021 Two-Sided Wasserstein Procrustes Analysis IJCAI 2021 Two-stage Training for Learning from Label Proportions IJCAI 2021 Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering ICML 2021 Ultra Fast Speech Separation Model with Teacher Student Learning Interspeech 2021 UMEC: Unified model and embedding compression for efficient recommendation systems ICLR 2021 Uncertainty-Aware Camera Pose Estimation From Points and Lines CVPR 2021 Uncertainty in minimum cost multicuts for image and motion segmentation UAI 2021 Understanding Decoupled and Early Weight Decay AAAI 2021