Optimization

MathNAS: If Blocks Have a Role in Mathematical Architecture Design NeurIPS 2023 Matrix Compression via Randomized Low Rank and Low Precision Factorization NeurIPS 2023 Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam ICLR 2023 Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition ICLR 2023 Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling MLHC 2023 Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming ICML 2023 MB-TaylorFormer: Multi-Branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing ICCV 2023 MCAL: Minimum Cost Human-Machine Active Labeling ICLR 2023 Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach AAAI 2023 Measuring and Mitigating Local Instability in Deep Neural Networks ACL 2023 Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning ICCV 2023 Mechanic: A Learning Rate Tuner NeurIPS 2023 MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation NeurIPS 2023 MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models CVPR 2023 Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning JMLR 2023 Memory-Constrained Algorithms for Convex Optimization NeurIPS 2023 MEOW - Multi-Objective Evolutionary Weapon Detection AutoML 2023 Merlion: End-to-End Machine Learning for Time Series JMLR 2023 MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning NeurIPS 2023 Meta-Learning With a Geometry-Adaptive Preconditioner CVPR 2023 MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023 Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization ICML 2023 MetricGAN-OKD: Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement ICML 2023 MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods ICML 2023 MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting ICLR 2023