Techniques

AI-Driven Road Condition Monitoring across Multiple Nations AAAI 2022 AIM: An Auto-Augmenter for Images and Meshes CVPR 2022 A Joint Learning Framework for Restaurant Survival Prediction and Explanation EMNLP 2022 Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022 Alignment-guided Temporal Attention for Video Action Recognition NeurIPS 2022 A Loss Curvature Perspective on Training Instabilities of Deep Learning Models ICLR 2022 Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning OSDI 2022 Amortized Projection Optimization for Sliced Wasserstein Generative Models NeurIPS 2022 A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS Interspeech 2022 Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition Interspeech 2022 Analyzing and Mitigating Interference in Neural Architecture Search ICML 2022 Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022 An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning Interspeech 2022 A Neural Network Architecture for Program Understanding Inspired by Human Behaviors ACL 2022 A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022 An Image Patch Is a Wave: Phase-Aware Vision MLP CVPR 2022 An Intriguing Property of Geophysics Inversion ICML 2022 An Investigation into the Effect of Control Tokens on Text Simplification EMNLP 2022 ANNA: Enhanced Language Representation for Question Answering ACL 2022 An Operator Theoretic View On Pruning Deep Neural Networks ICLR 2022 A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022 A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification ACL 2022 Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice ICLR 2022 Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022 A Preordered RNN Layer Boosts Neural Machine Translation in Low Resource Settings COLING 2022