Graph Structured Network for Image-Text Matching. High-Performance Long-Term Tracking with Meta-Updater. Pose-guided Visible Part Matching for Occluded Person ReID. Ontology-based Interpretable Machine Learning for Textual Data. MetaPoison: Practical General-purpose Clean-label Data Poisoning. Semantic Drift Compensation for Class-Incremental Learn …

A Dataset of German Legal Documents for Named Entity Recognition. Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation. Listwise Learning to Rank by Exploring Unique Ratings. VerSe: A Vertebrae Labelling and Segmentation Benchmark. Probabilistic Regression for Visual Tracking. Instance Credibili …

Margin Maximization as Lossless Maximal Compression. Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging. Ensembles of Many Diverse Weak Defenses can be Strong: Defending Deep Neural Networks Against Adversarial Attacks. Learning from Positive and Unlabeled Data with Arbitrary Positive Shift. Global Context-Aware Progressive Aggre …

A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis. Snippext: Semi-supervised Opinion Mining with Augmented Data. Bayesian task embedding for few-shot Bayesian optimization. Reconstruction of 3D flight trajectories from ad-hoc camera networks. Harmonic Convolutional Networks based on Discrete Cosine Transform. Lig …

Bounded Regret for Finitely Parameterized Multi-Armed Bandits. Fair Bandit Learning with Delayed Impact of Actions. Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits. Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm. Online L …

Q-Learning for Mean-Field Controls. Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. Learning Cost Functions for Optimal Transport. Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images. An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generatio …

Progressive Multi-Stage Learning for Discriminative Tracking. Adversarial Transfer Learning for Punctuation Restoration. Hybrid Models for Open Set Recognition. Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm versus Column Generation Method. Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and …

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 …

Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images. Heterogeneous Learning from Demonstration. Correlated Adversarial Imitation Learning. Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning. Distant Supervision and Noisy Label Learning for Low Resource Na …

Learning Compact Reward for Image Captioning. Neural Network Out-of-Distribution Detection for Regression Tasks. A Dynamic Approach to Accelerate Deep Learning Training. Inducing Stronger Object Representations in Deep Visual Trackers. Improving Confident-Classifiers For Out-of-distribution Detection. Multi-Scale Representation Learning for Spatial …