Instance Segmentation

Paper Group ANR 1577

January 26, 2020

Understanding and Stabilizing GANs’ Training Dynamics with Control Theory. Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior. Scalable Cross-Lingual Transfer of Neural Sentence Embeddings. Gradient Boosting Survival Tree with Applications in Credit Scoring. Risk-Averse Trust Region Optimization for Reward-Volatility Reductio …

Paper Group ANR 1584

January 26, 2020

Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction. Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank. Derivative-Free & Order-Robust Optimisation. Air Taxi Skyport Location Problem for Airport Access. Multiclass segmentation as multitask learning for drusen segmentation in retinal opti …

Paper Group ANR 1594

January 26, 2020

Higher-order Weighted Graph Convolutional Networks. Progressive VAE Training on Highly Sparse and Imbalanced Data. IAN: Combining Generative Adversarial Networks for Imaginative Face Generation. Spatially regularized active diffusion learning for high-dimensional images. An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended …

Paper Group ANR 1622

January 25, 2020

Fingerspelling recognition in the wild with iterative visual attention. Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning. Action-Centered Information Retrieval. Multiscale Nakagami parametric imaging for improved liver tumor localization. General risk measures for robust machine learning. I …

Paper Group ANR 1632

January 25, 2020

Resolution enhancement in scanning electron microscopy using deep learning. Automated Classification of Seizures against Nonseizures: A Deep Learning Approach. FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition. Spatiotemporal Feature Learning for Event-Based Vision. Learnability Can Be Independent of ZFC Axioms: Explanations …

Paper Group ANR 1647

January 25, 2020

Multi-scale Cross-form Pyramid Network for Stereo Matching. Just Ask:An Interactive Learning Framework for Vision and Language Navigation. A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation. Unsupervised Adversarial Graph Alignment with Graph Embedding. Demystifying the MLPerf Benchmark Suite. Amobee at …

Paper Group ANR 1648

January 25, 2020

A Stochastic Proximal Point Algorithm for Saddle-Point Problems. 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation. Few-shot Learning with Contextual Cueing for Object Recognition in Complex Scenes. Space-adaptive anisotropic bivariate Laplacian regularization for image restoration. Sola …

Paper Group ANR 1666

January 25, 2020

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …

Paper Group ANR 1689

January 25, 2020

Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. Kernel-Based Ensemble Learning in Python. Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval. Computation Reallocation for Object Detection. Deep Learning for Automated Classification and Character …

Paper Group ANR 1690

January 25, 2020

Prioritized Sequence Experience Replay. Improving Neural Language Modeling via Adversarial Training. Phase Portraits as Movement Primitives for Fast Humanoid Robot Control. Gradientless Descent: High-Dimensional Zeroth-Order Optimization. Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent. A Comparative Study on Mach …

Paper Group ANR 1716

January 25, 2020

Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression. Nearest-Neighbour-Induced Isolation Similarity and its Impact on Density-Based Clustering. Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion. DR$\vert$GRADUATE: uncertainty-aware deep learning-based diabetic retino …

Paper Group ANR 1718

January 25, 2020

Spiking Neural Predictive Coding for Continual Learning from Data Streams. Detecting gender differences in perception of emotion in crowdsourced data. Transfer of Temporal Logic Formulas in Reinforcement Learning. Towards High-fidelity Nonlinear 3D Face Morphable Model. Hierarchical Bayesian myocardial perfusion quantification. Research and applica …

Paper Group NANR 22

January 25, 2020

Practical Two-Step Lookahead Bayesian Optimization. Co-Occurrent Features in Semantic Segmentation. Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph. Invariance and Inverse Stability under ReLU. On the Word Alignment from Neural Machine Translation. S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Indi …

Paper Group NANR 66

January 25, 2020

Neural News Recommendation with Heterogeneous User Behavior. Comparison between Automatic and Human Subtitling: A Case Study with Game of Thrones. Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks. Second-order contexts from lexical substitutes for few-shot learning of word representations. Overview of t …

Paper Group NAWR 20

January 25, 2020

Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data. Propagation kernels: efficient graph kernels from propagated information. Cascaded Dilated Dense Network with Two-step Data Consistency for MRI Reconstruction. Aggregating Deep Pyramidal Representations for Person Re-Idenfitication. VisNet: Deep Convolutional Neural Networks …

Paper Group NANR 175

January 24, 2020

Generating Responses with a Specific Emotion in Dialog. SemEval-2019 Task 4: Hyperpartisan News Detection. Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling. SimpleNLG-DE: Adapting SimpleNLG 4 to German. ZigZagNet: Fusing Top-Down and Bottom-Up Context for Object Segmentation. Machine Reading Comprehe …

Paper Group NANR 185

January 24, 2020

The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task. SAPD：Soft Anchor-Point Detector. Latent semantic network induction in the context of linked example senses. Demo Application for LETO: Learning Engine Through Ontologies. Human-Guided Column Networks: Augmenting Deep Learning with Advice. Deli-Fisher GAN: Stable and …

Paper Group NANR 238

January 24, 2020

Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation. On Efficient Retrieval of Top Similarity Vectors. Polar Prototype Networks. Evaluating Automatic Term Extraction Methods on Individual Documents. Numbers Normalisation in the Inflected Languages: a Case Study of Polish. Riemannian TransE: …

Paper Group NANR 239

January 24, 2020

Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning. Relational Attention Network for Crowd Counting. Amodal Instance Segmentation With KINS Dataset. Asynchronous SGD without gradient delay for efficient distributed training. OCR evaluation tools for the 21st century. Dialogue-Act Prediction of Future …

Paper Group NANR 267

January 24, 2020

Neural and rule-based Finnish NLP models—expectations, experiments and experiences. Quantifier-free least fixed point functions for phonology. Unbounded Stress in Subregular Phonology. On the Role of Scene Graphs in Image Captioning. Learning to Rank Proposals for Object Detection. ToothNet: Automatic Tooth Instance Segmentation and Identificatio …