Neural Networks

Implicit Regularization in Tensor Factorization ICML 2021 Improved generalization bounds of group invariant / equivariant deep networks via quotient feature spaces UAI 2021 Improved pronunciation prediction accuracy using morphology ACL 2021 Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution CVPR 2021 Improving Anytime Prediction with Parallel Cascaded Networks and a Temporal-Difference Loss NeurIPS 2021 Improving Compositionality of Neural Networks by Decoding Representations to Inputs NeurIPS 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details MIDL 2021 Improving Neural RST Parsing Model with Silver Agreement Subtrees NAACL 2021 Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations WACV 2021 Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks ICCV 2021 Improving Robustness of One-Shot Voice Conversion with Deep Discriminative Speaker Encoder Interspeech 2021 Improving Time Delay Neural Network Based Speaker Recognition with Convolutional Block and Feature Aggregation Methods Interspeech 2021 Improving Video Captioning With Temporal Composition of a Visual-Syntactic Embedding WACV 2021 IMU-Assisted Learning of Single-View Rolling Shutter Correction CoRL 2021 In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval ACL 2021 Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks ICCV 2021 Incorporating Symmetry into Deep Dynamics Models for Improved Generalization ICLR 2021 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity NeurIPS 2021 In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021 Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021 Informative and Controllable Opinion Summarization EACL 2021 INNOVATORS at SemEval-2021 Task-11: A Dependency Parsing and BERT-based model for Extracting Contribution Knowledge from Scientific Papers SemEval 2021 Inplace Gated Convolutional Recurrent Neural Network for Dual-Channel Speech Enhancement Interspeech 2021 Input Convex Neural Networks for Building MPC L4DC 2021