Optimization

Unifying Likelihood-free Inference with Black-box Optimization and Beyond ICLR 2022 UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator NeurIPS 2022 UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification? EMNLP 2022 Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization OSDI 2022 Universal Evasion Attacks on Summarization Scoring EMNLP 2022 Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers ICML 2022 Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate ICLR 2022 Unrolling PALM for Sparse Semi-Blind Source Separation ICLR 2022 Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation NeurIPS 2022 Unsupervised training data re-weighting for natural language understanding with local distribution approximation EMNLP 2022 Using 3D Topological Connectivity for Ghost Particle Reduction in Flow Reconstruction CVPR 2022 Using MaxSAT for Efficient Explanations of Tree Ensembles AAAI 2022 Using Partial Monotonicity in Submodular Maximization NeurIPS 2022 Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022 ValueNetQP: Learned One-step Optimal Control for Legged Locomotion L4DC 2022 Variance Minimization in the Wasserstein Space for Invariant Causal Prediction AISTATS 2022 Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning NeurIPS 2022 Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022 Variational inference via Wasserstein gradient flows NeurIPS 2022 Variational Inference with Locally Enhanced Bounds for Hierarchical Models ICML 2022 Variational Wasserstein gradient flow ICML 2022 VectorAdam for Rotation Equivariant Geometry Optimization NeurIPS 2022 Virtual Elastic Objects CVPR 2022 Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space CVPR 2022 VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ICML 2022