deep neural network

Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping JMLR 2023 Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples ICML 2023 Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings NeurIPS 2023 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023 Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023 Integrating Random Effects in Deep Neural Networks JMLR 2023 KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training NeurIPS 2023 Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection AAAI 2023 L2T-DLN: Learning to Teach with Dynamic Loss Network NeurIPS 2023 Late Stopping: Avoiding Confidently Learning from Mislabeled Examples ICCV 2023 Learning by Analogy: Diverse Questions Generation in Math Word Problem ACL 2023 Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NeurIPS 2023 Learning Trajectories are Generalization Indicators NeurIPS 2023 Learning with Auxiliary Activation for Memory-Efficient Training ICLR 2023 LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023 Limitations on approximation by deep and shallow neural networks JMLR 2023 LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing NeurIPS 2023 Mapping DNN Embedding Manifolds for Network Generalization Prediction WACV 2023 Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NeurIPS 2023 MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion ICLR 2023 Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health Interspeech 2023 Memorization-Dilation: Modeling Neural Collapse Under Noise ICLR 2023 MiliPoint: A Point Cloud Dataset for mmWave Radar NeurIPS 2023 Minimal Width for Universal Property of Deep RNN JMLR 2023