deep neural network

Feature Learning and Signal Propagation in Deep Neural Networks ICML 2022 Feature Learning in L_2-regularized DNNs: Attraction/Repulsion and Sparsity NeurIPS 2022 Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs AAAI 2022 Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022 Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images IJCAI 2022 Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks NeurIPS 2022 FlyView: a bio-informed optical flow truth dataset for visual navigation using panoramic stereo vision NeurIPS 2022 Fooling Explanations in Text Classifiers ICLR 2022 Generalization Error Bounds on Deep Learning with Markov Datasets NeurIPS 2022 Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022 Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training ICLR 2022 Harmonizing the object recognition strategies of deep neural networks with humans NeurIPS 2022 Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022 Hierarchical Normalization for Robust Monocular Depth Estimation NeurIPS 2022 Hierarchical Processing of Visual and Language Information in the Brain AACL 2022 How Good Is Your Explanation? Algorithmic Stability Measures To Assess the Quality of Explanations for Deep Neural Networks WACV 2022 How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios NeurIPS 2022 iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection AAAI 2022 Imperceptible Backdoor Attack: From Input Space to Feature Representation IJCAI 2022 Implicit Bias of Adversarial Training for Deep Neural Networks ICLR 2022 Implicit Regularization with Polynomial Growth in Deep Tensor Factorization ICML 2022 Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing Interspeech 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 Integral Autoencoder Network for Discretization-Invariant Learning JMLR 2022 Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition Interspeech 2022