Differentiable Sparsification for Deep Neural Networks. Gated neural networks for implied volatility surfaces. Effective Network Compression Using Simulation-Guided Iterative Pruning. AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols. Transformer Based Reinforcement Learning For Games. Turing-Completeness of Dyna …

Copy-Move Forgery Classification via Unsupervised Domain Adaptation. Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation. Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting. Towards Optimal Structured CNN …

A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. Root Identification in Minirhizotron Imagery with Multiple Instance Learning. Quality Assessment of In-the-Wild Videos. Improvements to Target-Based 3D LiDAR to Camera Calibration. Cross Attention Network for Few-shot Classification. Synthetic Epileptic Brain Activit …

Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach. Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise. Milli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor. Oriented Boxes for Accurate Instance Segmentation. Accelerating Mi …

Virtual organelle self-coding for fluorescence imaging via adversarial learning. Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks. Combining Anatomical and Functional Networks for N …

Supervised Initialization of LSTM Networks for Fundamental Frequency Detection in Noisy Speech Signals. Application of Fuzzy Clustering for Text Data Dimensionality Reduction. Towards Fair and Decentralized Privacy-Preserving Deep Learning. StartNet: Online Detection of Action Start in Untrimmed Videos. Saliency Prediction on Omnidirectional Images …