Visual Localization

Paper Group AWR 126

February 1, 2020

Accurate Visual Localization for Automotive Applications. Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual. Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. Single Image Deraining: A Comprehensive Benchmark Analysis. Constructive Type-Logical Supertagging with Self-Attention Networks. Improving Robus …

Paper Group AWR 187

February 1, 2020

Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks. Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning. Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. Event-based Vision: A Survey. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Gen …

Paper Group AWR 193

February 1, 2020

Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution. Panoramic Annular Localizer: Tackling the Variation Challenges of Outdoor Localization Using Panoramic Annular Images and Active Deep Descriptors. A General Framework for Information Extraction using Dynamic Span Graphs. Multi-Agent Tensor F …

Paper Group AWR 396

January 31, 2020

Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering. Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization. The State of Knowledge Distillation for Classification. Learning an Urban Air Mobility Encounter Model from Expert Preferences. A Similarity Measure for Mate …

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 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 241

January 30, 2020

Conversational Agents for Insurance Companies: From Theory to Practice. Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. Unsupervised Neural Mask Estimator For Generalized Eigen-Value Beamforming Based ASR. Reducing Lateral Visual Biases in Displays. Learning Navigation by Visual Localization and Traject …

Paper Group ANR 470

January 30, 2020

A Data Science Approach for Honeypot Detection in Ethereum. How to Estimate the Ability of a Metaheuristic Algorithm to Guide Heuristics During Optimization. 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation. Understanding the Limitations of CNN-based Absolute Camera Pose Regression. Interestingness Elements for Explain …

Paper Group ANR 557

January 29, 2020

General non-linear Bellman equations. Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense. ParNet: Position-aware Aggregated Relation Network for Image-Text matching. Variations of Genetic Algorithms. Conscientious Classification: A Data Scientist’s G …

Paper Group ANR 629

January 29, 2020

Fast Non-Parametric Learning to Accelerate Mixed-Integer Programming for Online Hybrid Model Predictive Control. ERASER: A Benchmark to Evaluate Rationalized NLP Models. Automatic Acrostic Couplet Generation with Three-Stage Neural Network Pipelines. Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery. Efficient Sem …

Paper Group ANR 647

January 29, 2020

Privately Learning Thresholds: Closing the Exponential Gap. Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks. Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment. Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns. Partially-supervised Mention Detection. Meta …

Paper Group ANR 674

January 29, 2020

Are Bitcoins price predictable? Evidence from machine learning techniques using technical indicators. A Novel Approach to Enhance the Performance of Semantic Search in Bengali using Neural Net and other Classification Techniques. Kinetic Song Comprehension: Deciphering Personal Listening Habits via Phone Vibrations. Self-Paced Contextual Reinforcem …

Paper Group ANR 1037

January 28, 2020

Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems. Label Universal Targeted Attack. Question Answering via Web Extracted Tables and Pipelined Models. Improved Visual Localization via Graph Smoothing. Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. X-ToM: Explaining with The …

Paper Group ANR 1055

January 28, 2020

Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model. Deep Q-Network for Angry Birds. A survey on intrinsic motivation in reinforcement learning. Recommending investors for new startups by integrating network diffusion and investors’ domain preference. Crowd Transformer Network. FlowSAN: Privacy-enhancing Semi-Adversarial Ne …

Paper Group ANR 779

January 28, 2020

Blind Motion Deblurring with Cycle Generative Adversarial Networks. Variational approach to unsupervised learning. A Collaborative Approach using Ridge-Valley Minutiae for More Accurate Contactless Fingerprint Identification. Making a Case for Social Media Corpus for Detecting Depression. Rapid Learning or Feature Reuse? Towards Understanding the E …

Paper Group ANR 831

January 28, 2020

Analyzing Adversarial Attacks Against Deep Learning for Intrusion Detection in IoT Networks. Automatic cough detection based on airflow signals for portable spirometry system. OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits. SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view Graphs. Ad …

Paper Group ANR 832

January 28, 2020

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …

Paper Group ANR 928

January 28, 2020

Best Pair Formulation & Accelerated Scheme for Non-convex Principal Component Pursuit. Compression and Interpretability of Deep Neural Networks via Tucker Tensor Layer: From First Principles to Tensor Valued Back-Propagation. Efficient Differentiable Neural Architecture Search with Meta Kernels. Evaluating Hierarchies through A Partially Observable …

Paper Group ANR 1275

January 27, 2020

Effective problem solving using SAT solvers. An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. Conflict as an Inverse of Attention in Sequence Relationship. Restoring Chaos Using Deep Reinforcement Learning. Efficient Profile Maximum Likelihood for Universal Symmetric Property Estimation. Generative Learn …

Paper Group ANR 1301

January 27, 2020

Towards Making Deep Transfer Learning Never Hurt. Hypergraph Partitioning With Embeddings. Unsupervised Adversarial Image Inpainting. Kernel and Rich Regimes in Overparametrized Models. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Recurrent Instance Segmentation using Sequences of Referri …

Paper Group ANR 1751

January 25, 2020

Weakly Supervised Recognition of Surgical Gestures. Self-supervised representation learning from electroencephalography signals. Evolving Spiking Neural Networks for Nonlinear Control Problems. Is This The Right Place? Geometric-Semantic Pose Verification for Indoor Visual Localization. Actively Learning Gaussian Process Dynamics. Improving Neural …

Paper Group NAWR 35

January 25, 2020

Hierarchical Encoding of Sequential Data With Compact and Sub-Linear Storage Cost. An OCR system for the Unified Northern Alphabet. Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions. APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs. What a neural language m …

Paper Group NAWR 37

January 25, 2020

Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces. An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection. Annotating with Pros and Cons of Technologies in Computer Science Papers. Input-Output Equivalence of Unitary and Contractive RNNs. Sel …

Paper Group NAWR 6

January 25, 2020

Predicting epileptic seizures using nonnegative matrix factorization. Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. DHSGAN: An End to End Dehazing Network for Fog and Smoke. Tree Communication Models for Sentiment Analysis. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. Classifica …

Paper Group NANR 140

January 24, 2020

Order-Aware Generative Modeling Using the 3D-Craft Dataset. Investigating the Effectiveness of BPE: The Power of Shorter Sequences. Noisy Parallel Corpus Filtering through Projected Word Embeddings. Analysing the Impact of Supervised Machine Learning on Automatic Term Extraction: HAMLET vs TermoStat. Lipschitz regularized Deep Neural Networks gener …

Paper Group NANR 145

January 24, 2020

Learning Scene Geometry for Visual Localization in Challenging Conditions. CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology. Improved Generalization of Arabic Text Classifiers. Multilingual prediction of Alzheimer’s …