Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms. Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning. Closing the convergence gap of SGD without replacement. BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models. Image-to-image Neural Network for Additi …

Predicting drug properties with parameter-free machine learning: Pareto-Optimal Embedded Modeling (POEM). Towards Accurate Scene Text Recognition with Semantic Reasoning Networks. The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics. PixelHop++: A Small Successive-Subspace-Learning-Based …

Fast is better than free: Revisiting adversarial training. Blurry Video Frame Interpolation. CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description. Boosting Adversarial Training with Hypersphere Embedding. Collaborative Motion Prediction via Neural Motion Message Passing …

Unsupervised Denoising for Satellite Imagery using Wavelet Subband CycleGAN. Multi-scale domain-adversarial multiple-instance CNN for cancer subtype classification with non-annotated histopathological images. Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks. A hybrid model based on deep LSTM for predi …

Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification. Tree-structured Attention with Hierarchical Accumulation. Deep Learning Tubes for Tube MPC. FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback. Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints. …

The utility of tactile force to autonomous learning of in-hand manipulation is task-dependent. Enhanced Self-Perception in Mixed Reality: Egocentric Arm Segmentation and Database with Automatic Labelling. AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization. Character-independent font identificat …