Semantic Segmentation

Paper Group ANR 345

January 30, 2020

A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. Object Segmentation using Pixel-wise Adversarial Loss. AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation. Deep Value Model Predictive Control. StereoDRNet: Dilated Residual Stereo Net. Question Guided Modular Routing Networks …

Paper Group ANR 347

January 30, 2020

SANTLR: Speech Annotation Toolkit for Low Resource Languages. Global Guarantees for Blind Demodulation with Generative Priors. Image Resizing by Reconstruction from Deep Features. Towards Explainable AI Planning as a Service. FKIMNet: A Finger Dorsal Image Matching Network Comparing Component (Major, Minor and Nail) Matching with Holistic (Finger D …

Paper Group ANR 348

January 30, 2020

In Search for Linear Relations in Sentence Embedding Spaces. Mining User Behaviour from Smartphone data: a literature review. Active Adversarial Evader Tracking with a Probabilistic Pursuer under the Pursuit-Evasion Game Framework. On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. Properties and Extensio …

Paper Group ANR 349

January 30, 2020

On the Effectiveness of Low Frequency Perturbations. ConCORDe-Net: Cell Count Regularized Convolutional Neural Network for Cell Detection in Multiplex Immunohistochemistry Images. Compact Approximation for Polynomial of Covariance Feature. Low radiation tomographic reconstruction with and without template information. Towards Universal End-to-End A …

Paper Group ANR 351

January 30, 2020

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. A deep learning approach for analyzing the composition of chemometric data. Increasing Expressivity of a Hyperspherical VAE. Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs. AC-Teach: A Bayesian Actor-Critic Method for Poli …

Paper Group ANR 358

January 30, 2020

A Weighted Functional Object-Oriented Network for Task Planning. Facility Location Problem with Capacity Constraints: Algorithmic and Mechanism Design Perspectives. Effective Integration of Symbolic and Connectionist Approaches through a Hybrid Representation. Software-defined Design Space Exploration for an Efficient DNN Accelerator Architecture. …

Paper Group ANR 360

January 30, 2020

On Learning Disentangled Representations for Gait Recognition. Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation. A Graph-Based Machine Learning Approach for Bot Detection. When Collaborative Filtering Meets Reinforcement Learning. Inferring Dynamic Representations of Facial Actions from a St …

Paper Group ANR 363

January 30, 2020

Water Distribution System Design Using Multi-Objective Particle Swarm Optimisation. Causal statistical modeling and calculation of distribution functions of classification features. Can Attention Masks Improve Adversarial Robustness?. Speaker diarisation using 2D self-attentive combination of embeddings. Modeling Food Popularity Dependencies using …

Paper Group ANR 368

January 30, 2020

Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets. Inverse Path Tracing for Joint Material and Lighting Estimation. Deep Bayesian Multi-Target Learning for Recommender Systems. Generative Tensor Network Classification Model for Supervised Machine Learning. Encoders and Decoders for Quantum Expander …

Paper Group ANR 379

January 30, 2020

Automatic Target Detection for Sparse Hyperspectral Images. A Unified Deep Learning Formalism For Processing Graph Signals. Awareness of Voter Passion Greatly Improves the Distortion of Metric Social Choice. Defending Against Adversarial Attacks Using Random Forests. AgentBuddy: A Contextual Bandit based Decision Support System for Customer Support …

Paper Group ANR 381

January 30, 2020

An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient. FusionMapping: Learning Depth Prediction with Monocular Images and 2D Laser Scans. Identify the cells’ nuclei based on the deep learning neural network. The Query Translation Landscape: a Survey. CopyCAT: Taking Control of Neural Policies with Constant Attacks. Differe …

Paper Group ANR 383

January 30, 2020

s-DRN: Stabilized Developmental Resonance Network. Online Community Detection by Spectral CUSUM. Open Named Entity Modeling from Embedding Distribution. A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning. A Search for the Underlying Equation Governing Similar Systems. Towards Generation of Visual Attention Map for S …

Paper Group ANR 384

January 30, 2020

Dynamic Face Video Segmentation via Reinforcement Learning. Improving Semantic Segmentation of Aerial Images Using Patch-based Attention. Disentangled Representation Learning with Information Maximizing Autoencoder. TBT: Targeted Neural Network Attack with Bit Trojan. Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satell …

Paper Group ANR 387

January 30, 2020

Meta-Learning surrogate models for sequential decision making. Open Source Face Recognition Performance Evaluation Package. Deep Meta Functionals for Shape Representation. Preselection Bandits under the Plackett-Luce Model. Automata Learning: An Algebraic Approach. Narrowing Down XML Template Expansion and Schema Validation. Resource-aware Elastic …

Paper Group ANR 389

January 30, 2020

Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach. Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound. Neuromorphic Hardware learns to learn. Robust Local Features for Improving the Generalization of Adversarial Training. A Novel CMB Com …

Paper Group ANR 393

January 30, 2020

Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems. Option-Critic in Cooperative Multi-agent Systems. Forward Vehicle Collision Warning Based on Quick Camera Calibration. Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin. Hypothetical answers to continuous querie …

Paper Group ANR 395

January 30, 2020

Natural- to formal-language generation using Tensor Product Representations. Sketch-based Randomized Algorithms for Dynamic Graph Regression. On Connections between Constrained Optimization and Reinforcement Learning. Tracking Discrete and Continuous Entity State for Process Understanding. Efficient Retrieval of Logos Using Rough Set Reducts. Schem …

Paper Group ANR 398

January 30, 2020

An Online Decision-Theoretic Pipeline for Responder Dispatch. ShEMO – A Large-Scale Validated Database for Persian Speech Emotion Detection. Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks. Optimal Training of Fair Predictive Models. DLBricks: Composable Benchmark Generation to Reduce Deep Lea …

Paper Group ANR 402

January 30, 2020

Towards Scalable Koopman Operator Learning: Convergence Rates and A Distributed Learning Algorithm. Learning Rhyming Constraints using Structured Adversaries. Terminology-based Text Embedding for Computing Document Similarities on Technical Content. Can NetGAN be improved on short random walks?. JANOS: An Integrated Predictive and Prescriptive Mode …

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …

Paper Group ANR 413

January 30, 2020

Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition. Black-Box Complexity of the Binary Value Function. Bridging the Gap between Training and Inference for Neural Machine Translation. Characterizing the impact of geometric properties of word embeddings on task performance. The Role of Interactivity in Local Differential Priv …

Paper Group ANR 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …

Paper Group ANR 417

January 30, 2020

Improving Natural Language Inference with a Pretrained Parser. A Categorisation of Post-hoc Explanations for Predictive Models. Low-Cost Outdoor Air Quality Monitoring and In-Field Sensor Calibration. A Time Series Analysis of Emotional Loading in Central Bank Statements. Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split V …

Paper Group ANR 421

January 30, 2020

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder. Intelligent Active Queue Management Using Explicit Congestion Notification. I Can See Clearly Now : Image Restoration via De-Raining. LSTM Networks Can Perform Dynamic Counting …

Paper Group ANR 423

January 30, 2020

A maximum principle argument for the uniform convergence of graph Laplacian regressors. Seeding the Singularity for A.I. Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem. Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects. Technical Report: Co-learning of …

Paper Group ANR 426

January 30, 2020

Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks. RBED: Reward Based Epsilon Decay. The Source-Target Domain Mismatch Problem in Machine Translation. Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture. A Deep Generative Model of Speech Complex Spectrograms. Multimodal …

Paper Group ANR 430

January 30, 2020

Mining GOLD Samples for Conditional GANs. Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. Natural Language Generation at Scale: A Case Study for Open Domain Question Answering. $\sqrt{n}$-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank. The double traveli …

Paper Group ANR 433

January 30, 2020

Deep Sparse Coding for Non-Intrusive Load Monitoring. Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning. Resource production of written forms of Sign Languages by a user-centered editor, SWift (SignWriting improved fast transcriber). Intelligent Systems Design for Malware Classification Under Adversarial Conditi …