Optimization

Towards Practical Control of Singular Values of Convolutional Layers NeurIPS 2022 Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias NeurIPS 2022 Towards Robust Dense Retrieval via Local Ranking Alignment IJCAI 2022 Towards Theoretically Grounded Evolutionary Learning IJCAI 2022 Towards Theoretically Inspired Neural Initialization Optimization NeurIPS 2022 Towards Understanding Biased Client Selection in Federated Learning AISTATS 2022 Towards Understanding Sharpness-Aware Minimization ICML 2022 TPU-GAN: Learning temporal coherence from dynamic point cloud sequences ICLR 2022 Trace norm regularization for multi-task learning with scarce data COLT 2022 Tractable Abstract Argumentation via Backdoor-Treewidth AAAI 2022 Trading Off Resource Budgets For Improved Regret Bounds NeurIPS 2022 Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models EMNLP 2022 Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization ICLR 2022 Training Discrete Deep Generative Models via Gapped Straight-Through Estimator ICML 2022 Training-Free Transformer Architecture Search CVPR 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022 Training Lipschitz Continuous Operators Using Reproducing Kernels L4DC 2022 Training Quantised Neural Networks With STE Variants: The Additive Noise Annealing Algorithm CVPR 2022 Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis AAAI 2022 Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes NeurIPS 2022 Training Structured Neural Networks Through Manifold Identification and Variance Reduction ICLR 2022 Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022 Trajectories predicted by optimal speech motor control using LSTM networks Interspeech 2022 Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video CVPR 2022 Transferable Adversarial Attack based on Integrated Gradients ICLR 2022