deep neural network

Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021 DOCTOR: A Simple Method for Detecting Misclassification Errors NeurIPS 2021 Double-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference ICML 2021 DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning ICML 2021 DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion ICCV 2021 Efficient Combination of Rematerialization and Offloading for Training DNNs NeurIPS 2021 Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021 Embedding Principle of Loss Landscape of Deep Neural Networks NeurIPS 2021 Empirical Analysis of Generalized Iterative Speech Separation Networks Interspeech 2021 Enabling Fast and Universal Audio Adversarial Attack Using Generative Model AAAI 2021 End-to-end reconstruction meets data-driven regularization for inverse problems NeurIPS 2021 Enhanced Regularizers for Attributional Robustness AAAI 2021 EVET: Enhancing Visual Explanations of Deep Neural Networks Using Image Transformations WACV 2021 EVPropNet: Detecting Drones By Finding Propellers For Mid-Air Landing And Following RSS 2021 Explainable Models with Consistent Interpretations AAAI 2021 Explanation-based Data Augmentation for Image Classification NeurIPS 2021 Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks NeurIPS 2021 Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption AAAI 2021 Fairness via Representation Neutralization NeurIPS 2021 Feature-based image registration in structured light endoscopy MIDL 2021 Feature Fusion by Attention Networks for Robust DOA Estimation Interspeech 2021 Feature Space Targeted Attacks by Statistic Alignment IJCAI 2021 Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models IJCAI 2021 Fractional moment-preserving initialization schemes for training deep neural networks AISTATS 2021 Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods Interspeech 2021