StackNet: Stacking Parameters for Continual learning. An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams. From biological vision to unsupervised hierarchical sparse coding. On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks. Pose Estimation for Non-Cooperative Sp …

Socioeconomic Dependencies of Linguistic Patterns in Twitter: A Multivariate Analysis. Training Multi-layer Spiking Neural Networks using NormAD based Spatio-Temporal Error Backpropagation. PromID: human promoter prediction by deep learning. Multiple Instance Learning for ECG Risk Stratification. A Multiclass Multiple Instance Learning Method with …

Improving Breast Cancer Detection using Symmetry Information with Deep Learning. Beyond Structural Causal Models: Causal Constraints Models. Score Permutation Based Finite Sample Inference for Generalized AutoRegressive Conditional Heteroskedasticity (GARCH) Models. 3D Topology Optimization using Convolutional Neural Networks. 3D Global Convolution …

Studying the Effects of Deep Brain Stimulation and Medication on the Dynamics of STN-LFP Signals for Human Behavior Analysis. Staff line Removal using Generative Adversarial Networks. Recent Progress on Graph Partitioning Problems Using Evolutionary Computation. Joint Neural Entity Disambiguation with Output Space Search. English-Catalan Neural Mac …

Unsupervised Learning of Artistic Styles with Archetypal Style Analysis. Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation. Robust Text-to-SQL Generation with Execution-Guided Decoding. The LKPY Package for Recommender Systems Experiments: Next-Generation Tools and Lessons Learned from the LensKit Project …

DeepISP: Towards Learning an End-to-End Image Processing Pipeline. Constrained speaker diarization of TV series based on visual patterns. Weakly Supervised Active Learning with Cluster Annotation. Audiovisual speaker diarization of TV series. Second-order Democratic Aggregation. Class-Aware Adversarial Lung Nodule Synthesis in CT Images. Learning L …

Marginal Replay vs Conditional Replay for Continual Learning. Deep Learning Based Gait Recognition Using Smartphones in the Wild. A Neural Network Framework for Fair Classifier. When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?. Extracting Lungs from CT Images using Fully Convolutional Networks. Eyeriss v2: A Flexible …

Pose Partition Networks for Multi-Person Pose Estimation. Modeling Violations of Selectional Restrictions with Distributional Semantics. Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation. Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning. 3D Recurrent Neural Networks with Cont …