deep neural network

Frivolous Units: Wider Networks Are Not Really That Wide AAAI 2021 Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract) AAAI 2021 Generating Deep Networks Explanations with Robust Attribution Alignment ACML 2021 Generating High-Quality Explanations for Navigation in Partially-Revealed Environments NeurIPS 2021 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs ICML 2021 GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training ICML 2021 HealTech - A System for Predicting Patient Hospitalization Risk and Wound Progression in Old Patients WACV 2021 Hierarchical Neural Dynamic Policies RSS 2021 How Benign is Benign Overfitting ? ICLR 2021 HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021 i-Algebra: Towards Interactive Interpretability of Deep Neural Networks AAAI 2021 Image Inpainting With External-Internal Learning and Monochromic Bottleneck CVPR 2021 Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning JMLR 2021 Improved generalization bounds of group invariant / equivariant deep networks via quotient feature spaces UAI 2021 Improved Image Matting via Real-Time User Clicks and Uncertainty Estimation CVPR 2021 Improvement of Automatic English Pronunciation Assessment with Small Number of Utterances Using Sentence Speakability Interspeech 2021 Improving Adversarial Robustness via Channel-wise Activation Suppressing ICLR 2021 Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization UAI 2021 In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021 Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities IJCAI 2021 Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals CVPR 2021 Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations AAAI 2021 Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021 Intraclass clustering: an implicit learning ability that regularizes DNNs ICLR 2021 InverseForm: A Loss Function for Structured Boundary-Aware Segmentation CVPR 2021