Optimization

Move Beyond Trajectories: Distribution Space Coupling for Crowd Navigation RSS 2021 MTAdam: Automatic Balancing of Multiple Training Loss Terms EMNLP 2021 Multi-accent Speech Separation with One Shot Learning ACL 2021 Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems AAAI 2021 Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021 MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection CVPR 2021 Multi-Objective Meta Learning NeurIPS 2021 Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs NeurIPS 2021 Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee AAAI 2021 Multiplayer Bandit Learning, from Competition to Cooperation COLT 2021 Multiplicative Noise and Heavy Tails in Stochastic Optimization ICML 2021 Multi-Proxy Wasserstein Classifier for Image Classification AAAI 2021 Multispectral Illumination Estimation Using Deep Unrolling Network ICCV 2021 Multi-split Reversible Transformers Can Enhance Neural Machine Translation EACL 2021 Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs NeurIPS 2021 Multiwavelet-based Operator Learning for Differential Equations NeurIPS 2021 NAS-Bench-x11 and the Power of Learning Curves NeurIPS 2021 NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021 NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021 NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization ICCV 2021 NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search AAAI 2021 Natural Language Video Localization with Learnable Moment Proposals EMNLP 2021 NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) AAAI 2021 Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications AISTATS 2021 Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021