Neural Networks

Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022 Exponential Separations in Symmetric Neural Networks NeurIPS 2022 Extended U-Net for Speaker Verification in Noisy Environments Interspeech 2022 Extending GCC-PHAT using Shift Equivariant Neural Networks Interspeech 2022 Extending RNN-T-based speech recognition systems with emotion and language classification Interspeech 2022 Extracting computational mechanisms from neural data using low-rank RNNs NeurIPS 2022 Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study NeurIPS 2022 Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models EMNLP 2022 EZCrop: Energy-Zoned Channels for Robust Output Pruning WACV 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022 Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022 FalCon: Fine-Grained Feature Map Sparsity Computing With Decomposed Convolutions for Inference Optimization WACV 2022 Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing COLING 2022 Fast and Efficient Restoration of Extremely Dark Light Fields WACV 2022 Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022 Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions ICML 2022 FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis IJCAI 2022 Fast Finite Width Neural Tangent Kernel ICML 2022 Fast Lossless Neural Compression with Integer-Only Discrete Flows ICML 2022 Fast Neural Kernel Embeddings for General Activations NeurIPS 2022 Fast Point Transformer CVPR 2022 FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework IJCAI 2022 FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation MIDL 2022 Feature learning and random features in standard finite-width convolutional neural networks: An empirical study UAI 2022 Feature Learning and Signal Propagation in Deep Neural Networks ICML 2022