deep neural network

DoNet: Deep De-Overlapping Network for Cytology Instance Segmentation CVPR 2023 Don’t Predict Counterfactual Values, Predict Expected Values Instead AAAI 2023 Dual Focal Loss for Calibration ICML 2023 Effective Ambiguity Attack Against Passport-Based DNN Intellectual Property Protection Schemes Through Fully Connected Layer Substitution CVPR 2023 Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators OSDI 2023 Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories ICML 2023 EINNET: Optimizing Tensor Programs with Derivation-Based Transformations OSDI 2023 Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints ICLR 2023 Evaluating Neuron Interpretation Methods of NLP Models NeurIPS 2023 Exploring Geometry of Blind Spots in Vision models NeurIPS 2023 Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Interspeech 2023 Few-shot Backdoor Attacks via Neural Tangent Kernels ICLR 2023 Fleet Active Learning: A Submodular Maximization Approach CoRL 2023 Frequentist Uncertainty Quantification in Semi-Structured Neural Networks AISTATS 2023 FusedF0: Improving DNN-based F0 Estimation by Fusion of Summary-Correlograms and Raw Waveform Representations of Speech Signals Interspeech 2023 GAN-Based Domain Inference Attack AAAI 2023 Globally Optimal Training of Neural Networks with Threshold Activation Functions ICLR 2023 HAD-ANC: A Hybrid System Comprising an Adaptive Filter and Deep Neural Networks for Active Noise Control Interspeech 2023 HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling ICCV 2023 HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023 Hebbian Deep Learning Without Feedback ICLR 2023 H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023 How Sharpness-Aware Minimization Minimizes Sharpness? ICLR 2023 How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning Interspeech 2023 Ideal Abstractions for Decision-Focused Learning AISTATS 2023