Neural Networks

Improving GANs with A Dynamic Discriminator NeurIPS 2022 Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method NeurIPS 2022 Improving the Training Recipe for a Robust Conformer-based Hybrid Model Interspeech 2022 Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients IJCAI 2022 Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue Interspeech 2022 Incremental learning for RNN-Transducer based speech recognition models Interspeech 2022 Independence-based Joint Dereverberation and Separation with Neural Source Model Interspeech 2022 Individual Fairness Guarantees for Neural Networks IJCAI 2022 Inducing and Using Alignments for Transition-based AMR Parsing NAACL 2022 Inducing Causal Structure for Interpretable Neural Networks ICML 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets ALT 2022 Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm COLT 2022 In-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation WACV 2022 Information Injection to Deep Learning Solutions in Knowledge Transfer IJCAI 2022 Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity ICML 2022 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 InOut: Diverse Image Outpainting via GAN Inversion CVPR 2022 Integral Autoencoder Network for Discretization-Invariant Learning JMLR 2022 Integrating Discrete Word-Level Style Variations into Non-Autoregressive Acoustic Models for Speech Synthesis Interspeech 2022 Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Interspeech 2022 Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022 Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022 Interpretable Representation Learning from Temporal Multi-view Data ACML 2022 Interpretable Semantic Photo Geolocation WACV 2022