deep neural network

A General Framework For Detecting Anomalous Inputs to DNN Classifiers ICML 2021 Analyzing Deep Neural Network's Transferability via Frechet Distance WACV 2021 An Efficient Algorithm for Deep Stochastic Contextual Bandits AAAI 2021 A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation AAAI 2021 Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021 A Recipe for Global Convergence Guarantee in Deep Neural Networks AAAI 2021 ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks ICML 2021 A Second-Order Approach to Learning With Instance-Dependent Label Noise CVPR 2021 A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Interspeech 2021 Assessment of von Mises-Bernoulli Deep Neural Network in Sound Source Localization Interspeech 2021 A Survey on Universal Adversarial Attack IJCAI 2021 Asymmetric Loss Functions for Learning with Noisy Labels ICML 2021 Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees AAAI 2021 Augmentation Strategies for Learning With Noisy Labels CVPR 2021 A Unified Approach to Interpreting and Boosting Adversarial Transferability ICLR 2021 A Unified Taylor Framework for Revisiting Attribution Methods AAAI 2021 A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021 Automated Log-Scale Quantization for Low-Cost Deep Neural Networks CVPR 2021 Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance ICCV 2021 Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning NeurIPS 2021 Bidirectional Multiscale Feature Aggregation for Speaker Verification Interspeech 2021 Binaural Audio-Visual Localization AAAI 2021 Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021 Building Interpretable Interaction Trees for Deep NLP Models AAAI 2021 Byzantine-Resilient Non-Convex Stochastic Gradient Descent ICLR 2021