Semantic Segmentation

Paper Group AWR 439

January 31, 2020

Torus Graphs for Multivariate Phase Coupling Analysis. On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition. Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking. Transfer Learning for Brain Tumor Segmentation. Linkage Based Face Clustering via Graph Convolution Network. Extracting temporal features into a s …

Paper Group AWR 443

January 31, 2020

Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning. Fence GAN: Towards Better Anomaly Detection. The Mathematics of Text Structure. Deep Active Learning for Axon-Myelin Segmentation on Histology Data. On the effect of age perception biases for real age regression. Efficient Saliency Maps for Explainable AI. Fooling Neura …

Paper Group AWR 444

January 31, 2020

Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting. Towards Debiasing Fact Verification Models. Learning a Spatio-Temporal Embedding for Video Instance Segmentation. Universally Slimmable Networks and Improved Training Techniques. Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth. …

Paper Group AWR 445

January 31, 2020

MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions. Recursive Estimation for Sparse Gaussian Process Regression. Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings. A Benchmark for Anomaly Segmentation. Style Transfo …

Paper Group AWR 450

January 31, 2020

Factor Graph Attention. Parameterized quantum circuits as machine learning models. Deep Audio Prior. NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal. PoMo: Generating Entity-Specific Post-Modifiers in Context. Densely Residual Laplacian Super-Resolution. DPSNet: End-to-end Deep Plane Sweep Stereo. Dual Graph Attention Netwo …

Paper Group AWR 451

January 31, 2020

A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution. Memory-efficient and fast implementation of local adaptive binarization methods. Automatic Pulmonary Lobe Segmentation Using Deep Learning. Conf-Net: Toward High-Confidence Dense 3D Point-Cloud with Error-Map Prediction. Efficient Project Gradient Descent for Ensemble …

Paper Group AWR 452

January 31, 2020

Stacked Capsule Autoencoders. ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. Segmenting the Future. Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. GradNet: Gradient-Guided Network for Visual Object Tracking. Retrieval-based Localization Based on Domain-invariant …

Paper Group AWR 456

January 31, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation. BOBBY2: Buffer Based Robust High-Speed Object Tracking. Unsupervised Neural Quantization for Compressed-Domain Similarity Search. Revealing the Importance of Semantic Retrieval for Machine Reading at Scale. Random Pairwise Shapelets Forest. SurfCon: Synonym Discovery on Privacy-Aware …

Paper Group AWR 457

January 31, 2020

SinGAN: Learning a Generative Model from a Single Natural Image. Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. The Limited Multi-Label Projection Layer. Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research. Learning to Regress 3D Face Shape and Expressi …

Paper Group ANR 199

January 30, 2020

Weakly Labeling the Antarctic: The Penguin Colony Case. Unseen Object Segmentation in Videos via Transferable Representations. Machine Learning for Geometrically-Consistent Angular Spread Function Estimation in Massive MIMO. L2P: An Algorithm for Estimating Heavy-tailed Outcomes. LYRICS: a General Interface Layer to Integrate Logic Inference and De …

Paper Group ANR 203

January 30, 2020

Environment reconstruction on depth images using Generative Adversarial Networks. Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. Constructing Gradient Controllable Recurrent Neural Networks Using Hamiltonian Dynamics. Optimizing Millions of Hyperparameters by Implicit Differentiation. Two-St …

Paper Group ANR 206

January 30, 2020

Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function. How do infinite width bounded norm networks look in function space?. Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation. KerGM: Kernelized Graph Matching. Adversarial AutoAugment. Towards a regul …

Paper Group ANR 208

January 30, 2020

Language-Conditioned Graph Networks for Relational Reasoning. Secure Federated Matrix Factorization. Learning chordal extensions. A Survey on Biomedical Image Captioning. Fault Tolerance of Neural Networks in Adversarial Settings. Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration. Global Salien …

Paper Group ANR 209

January 30, 2020

Unsupervised Out-of-Distribution Detection with Batch Normalization. FPScreen: A Rapid Similarity Search Tool for Massive Molecular Library Based on Molecular Fingerprint Comparison. Accuracy Improvement of Neural Network Training using Particle Swarm Optimization and its Stability Analysis for Classification. Experiments in Detecting Persuasion Te …

Paper Group ANR 213

January 30, 2020

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. Reusable neural skill embeddings for vision-guided whole body movement and object manipulation. Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement. QUOTIENT: Two-Party Secure Neural Netwo …

Paper Group ANR 215

January 30, 2020

Privacy-Preserving Classification with Secret Vector Machines. Learning Cascaded Siamese Networks for High Performance Visual Tracking. Using Deep Learning to Count Albatrosses from Space. Machine Learning for high speed channel optimization. Photofeeler-D3: A Neural Network with Voter Modeling for Dating Photo Impression Prediction. 2-Wasserstein …

Paper Group ANR 216

January 30, 2020

Mean Field Analysis of Deep Neural Networks. EE-AE: An Exclusivity Enhanced Unsupervised Feature Learning Approach. A Simple Dual-decoder Model for Generating Response with Sentiment. SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations. Spectral clustering in the weighted stochastic block model. Geometric Image Corresp …

Paper Group ANR 218

January 30, 2020

Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning. Gunrock: A Social Bot for Complex and Engaging Long Conversations. Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition. Some Developments in Clustering Analysis on Stochastic Processes. Differentiable Learning-to-Group Channels via Groupable Convo …

Paper Group ANR 221

January 30, 2020

Conditional Segmentation in Lieu of Image Registration. Cross-Sensor and Cross-Spectral Periocular Biometrics: A Comparative Benchmark including Smartphone Authentication. Dense Deformation Network for High Resolution Tissue Cleared Image Registration. Handling Missing MRI Input Data in Deep Learning Segmentation of Brain Metastases: A Multi-Center …

Paper Group ANR 223

January 30, 2020

Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. Instance-Aware Representation Learning and Association for Online Multi-Person Tracking. An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes. FACLSTM: Co …

Paper Group ANR 231

January 30, 2020

Relational Reasoning Network (RRN) for Anatomical Landmarking. Detection of Advanced Malware by Machine Learning Techniques. Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation. Learning and Planning for Time-Varying MDPs Using Maximum Likelihood Estimation. The Kernel Spatial Scan Statistic. Insect pest image detection and r …

Paper Group ANR 235

January 30, 2020

Understanding Ancient Coin Images. Rodent: Relevance determination in differential equations. Inverse reinforcement learning conditioned on brain scan. Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints. Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation an …

Paper Group ANR 236

January 30, 2020

Black-box Combinatorial Optimization using Models with Integer-valued Minima. Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks. Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network. Toward Robust Image Classification. In Vitro Fertilization (IVF) Cumulative Pr …

Paper Group ANR 237

January 30, 2020

Textual Adversarial Attack as Combinatorial Optimization. DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning. Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems. Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks. Data Poisoning a …

Paper Group ANR 239

January 30, 2020

Robust Classification with Sparse Representation Fusion on Diverse Data Subsets. Open DNN Box by Power Side-Channel Attack. User Curated Shaping of Expressive Performances. Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs). Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Sce …

Paper Group ANR 243

January 30, 2020

Physics Informed Extreme Learning Machine (PIELM) – A rapid method for the numerical solution of partial differential equations. Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks. GraphNAS: Graph Neural Architecture Search with Reinforcement Learning. Phoneme Level Language Models for Sequence Based Low Resource A …

Paper Group ANR 244

January 30, 2020

Nonparametric Contextual Bandits in an Unknown Metric Space. Which Ads to Show? Advertisement Image Assessment with Auxiliary Information via Multi-step Modality Fusion. Making Meaning: Semiotics Within Predictive Knowledge Architectures. SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. 6-DOF Gr …

Paper Group ANR 248

January 30, 2020

Learning Quadrangulated Patches For 3D Shape Processing. A Numerical Investigation of the Minimum Width of a Neural Network. Is graph-based feature selection of genes better than random?. Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. Restoring Arabic vowels through omission-tolerant dictionar …