Neural Networks

Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks ICML 2020 Comparing Objective Functions for Segmentation and Detection of Microaneurysms in Retinal Images MIDL 2020 Competing Speaker Count Estimation on the Fusion of the Spectral and Spatial Embedding Space Interspeech 2020 Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract) AAAI 2020 Component Attention Guided Face Super-Resolution Network: CAGFace WACV 2020 Composing Byte-Pair Encodings for Morphological Sequence Classification COLING 2020 Compositional Convolutional Neural Networks: A Deep Architecture With Innate Robustness to Partial Occlusion CVPR 2020 Compositional Generalization by Factorizing Alignment and Translation ACL 2020 Compositional Generalization via Neural-Symbolic Stack Machines NeurIPS 2020 Compositionality and Capacity in Emergent Languages ACL 2020 Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity Interspeech 2020 Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network ICLR 2020 Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020 Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons’ Call Detection Interspeech 2020 Computing the Testing Error Without a Testing Set CVPR 2020 Concise Explanations of Neural Networks using Adversarial Training ICML 2020 Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures PGM 2020 Conformer: Convolution-augmented Transformer for Speech Recognition Interspeech 2020 Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition AAAI 2020 Consistent feature selection for analytic deep neural networks NeurIPS 2020 Constituency Lattice Encoding for Aspect Term Extraction COLING 2020 Constrained Ratio Mask for Speech Enhancement Using DNN Interspeech 2020 Context-Aware Goodness of Pronunciation for Computer-Assisted Pronunciation Training Interspeech 2020 Context Dependent RNNLM for Automatic Transcription of Conversations Interspeech 2020 ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context Interspeech 2020