Optimization

Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation NAACL 2022 Overparameterization of Deep ResNet: Zero Loss and Mean-field Analysis JMLR 2022 PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022 PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation ICML 2022 Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding ICML 2022 Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network NeurIPS 2022 Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition Interspeech 2022 Parameter Differentiation Based Multilingual Neural Machine Translation AAAI 2022 Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022 Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NeurIPS 2022 Parametric Scattering Networks CVPR 2022 Pareto navigation gradient descent: a first-order algorithm for optimization in pareto set UAI 2022 Parsimonious Learning-Augmented Caching ICML 2022 Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task EMNLP 2022 Partially adaptive regularized multiple regression analysis for estimating linear causal effects UAI 2022 Partially Does It: Towards Scene-Level FG-SBIR With Partial Input CVPR 2022 Particle Stochastic Dual Coordinate Ascent: Exponential convergent algorithm for mean field neural network optimization ICLR 2022 Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training EMNLP 2022 Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models EMNLP 2022 PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022 Path Independent Equilibrium Models Can Better Exploit Test-Time Computation NeurIPS 2022 Path Integral Sampler: A Stochastic Control Approach For Sampling ICLR 2022 PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022 PDE-Based Optimal Strategy for Unconstrained Online Learning ICML 2022 Perceptual Characteristics Based Multi-objective Model for Speech Enhancement Interspeech 2022