Neural Networks

Annihilation of Spurious Minima in Two-Layer ReLU Networks NeurIPS 2022 Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images MIDL 2022 A NON-PARAMETRIC REGRESSION VIEWPOINT : GENERALIZATION OF OVERPARAMETRIZED DEEP RELU NETWORK UNDER NOISY OBSERVATIONS ICLR 2022 A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022 A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022 An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion Interspeech 2022 ANTS: A Framework for Retrieval of Text Segments in Unstructured Documents NAACL 2022 A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification Interspeech 2022 Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022 Approximate Nearest Neighbour Extraction Techniques and Neural Networks for Suicide Risk Prediction in the CLPsych 2022 Shared Task NAACL 2022 Approximation with CNNs in Sobolev Space: with Applications to Classification NeurIPS 2022 A Primer for Neural Arithmetic Logic Modules JMLR 2022 A proof of convergence for the gradient descent optimization method with random initializations in the training of neural networks with ReLU activation for piecewise linear target functions JMLR 2022 Arabic Keyphrase Extraction: Enhancing Deep Learning Models with Pre-trained Contextual Embedding and External Features EMNLP 2022 A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022 Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022 Architecture Agnostic Federated Learning for Neural Networks ICML 2022 Are All Layers Created Equal? JMLR 2022 Are All Losses Created Equal: A Neural Collapse Perspective NeurIPS 2022 A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022 A Simple and Fast Strategy for Handling Rare Words in Neural Machine Translation AACL 2022 AS-MLP: An Axial Shifted MLP Architecture for Vision ICLR 2022 A Solver-free Framework for Scalable Learning in Neural ILP Architectures NeurIPS 2022 A Solver + Gradient Descent Training Algorithm for Deep Neural Networks IJCAI 2022 A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction EMNLP 2022