Denoising

Paper Group ANR 172

Paper Group ANR 172

April 2, 2020

Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation. Detecting Changes in Asset Co-Movement Using the Autoencoder Reconstruction Ratio. Multilingual Denoising Pre-training for Neural Machine Translation. Provable Self-Play Algorithms for Competitive Reinforcement Learning. Hierarchical Multi-Process Fusion f …
Paper Group ANR 173

Paper Group ANR 173

April 2, 2020

Uncertainty Quantification for Bayesian Optimization. Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging. DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding. The Indian Chefs Process. A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improve …
Paper Group ANR 174

Paper Group ANR 174

April 2, 2020

Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously. Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation. Self-Supervised Fast Adaptation for Denoising via Meta-Learning. A Collaborative Learning Framework via Federated …
Paper Group ANR 176

Paper Group ANR 176

April 2, 2020

Syn2Real: Forgery Classification via Unsupervised Domain Adaptation. Large Hole Image Inpainting With Compress-Decompression Network. SF-Net: Single-Frame Supervision for Temporal Action Localization. Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos. Action Graphs: Weakly-supervised Action Localization with Graph Convolutio …
Paper Group ANR 180

Paper Group ANR 180

April 2, 2020

Few-shot Learning with Multi-scale Self-supervision. A Machine Learning Imaging Core using Separable FIR-IIR Filters. Histogram Layers for Texture Analysis. Deep Semantic Face Deblurring. Radiomic feature selection for lung cancer classifiers. On Learning Sets of Symmetric Elements. Motion Deblurring using Spatiotemporal Phase Aperture Coding. Semi …
Paper Group ANR 182

Paper Group ANR 182

April 2, 2020

Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders. Maximal Causes for Exponential Family Observables. Experimental Comparison of Global Motion Planning Algorithms for Wheeled Mobile Robots. Sub-Goal Trees – a Framework for Goal-Based Reinforcement Learning. STAViS: Spatio-Temporal AudioVisual Saliency Network. Multi …
Paper Group ANR 185

Paper Group ANR 185

April 2, 2020

Learning the sense of touch in simulation: a sim-to-real strategy for vision-based tactile sensing. Near-optimal Regret Bounds for Stochastic Shortest Path. Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning. Non-Local Part-Aware Point Cloud Denoising. Classificati …
Paper Group ANR 190

Paper Group ANR 190

April 2, 2020

Pipelined Backpropagation at Scale: Training Large Models without Batches. Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance. Domain Balancing: Face Recognition on Long-Tailed Domains. Dynamic Region-Aware Convolution. Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study. MODMA …
Paper Group ANR 193

Paper Group ANR 193

April 2, 2020

Distributed Averaging Methods for Randomized Second Order Optimization. Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers. Learned Spectral Computed Tomography. Learning to Transfer Texture from Clothing Images to 3D Humans. Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Transla …
Paper Group ANR 208

Paper Group ANR 208

April 2, 2020

Localising Faster: Efficient and precise lidar-based robot localisation in large-scale environments. Permutohedral-GCN: Graph Convolutional Networks with Global Attention. Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs. Explainable Deep Classification Models for Domain Generalization. Error Estimation for Sketched SVD via th …
Paper Group ANR 224

Paper Group ANR 224

April 2, 2020

Normalizing Flows on Tori and Spheres. Provably Efficient Adaptive Approximate Policy Iteration. How Much Position Information Do Convolutional Neural Networks Encode?. Prior-enlightened and Motion-robust Video Deblurring. Gender Genetic Algorithm in the Dynamic Optimization Problem. Computer-inspired Quantum Experiments. Real-World Human-Robot Col …
Paper Group ANR 227

Paper Group ANR 227

April 2, 2020

Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. Interpretability of machine learning based prediction models in healthcare. DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction. Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback. Thompson …
Paper Group ANR 243

Paper Group ANR 243

April 2, 2020

Federated Visual Classification with Real-World Data Distribution. A Scalable Framework for Sparse Clustering Without Shrinkage. A Proof of Useful Work for Artificial Intelligence on the Blockchain. MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?. Implicitly Defined Layers in Neural Networks. Heterogeneity Loss to Handle Int …
Paper Group ANR 257

Paper Group ANR 257

April 2, 2020

Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix. Multi-Stream Networks and Ground-Truth Generation for Crowd Counting. “Why is ‘Chicago’ deceptive?” Towards Building Model-Driven Tutorials for Humans. Trees, forests, and impurity-based variable importance. Explaining the Explainer: A First Theoretical Analysis of LI …
Paper Group ANR 260

Paper Group ANR 260

April 2, 2020

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. Multilevel Acyclic Hypergraph Partitioning. Undersensitivity in Neural Reading Comprehension. Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels. Practical Fast Gradient Sign Attack a …
Paper Group ANR 287

Paper Group ANR 287

April 2, 2020

Convolutional-Recurrent Neural Networks on Low-Power Wearable Platforms for Cardiac Arrhythmia Detection. Dimension-free convergence rates for gradient Langevin dynamics in RKHS. DeepBeat: A multi-task deep learning approach to assess signal quality and arrhythmia detection in wearable devices. Topological Descriptors Help Predict Guest Adsorption …
Paper Group ANR 293

Paper Group ANR 293

April 2, 2020

Learning a generative model for robot control using visual feedback. Parameterized Complexity Analysis of Randomized Search Heuristics. Deep Meditations: Controlled navigation of latent space. Automated Formal Synthesis of Lyapunov Neural Networks. Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning. Dee …
Paper Group ANR 301

Paper Group ANR 301

April 2, 2020

Removing Dynamic Objects for Static Scene Reconstruction using Light Fields. Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop 2020. Improving Reliability of Latent Dirichlet Allocation by Assessing Its Stability Using Clustering Techniques on Replicated Runs. Adversarially Robust Frame Sampling with Bounded Irregulariti …
Paper Group ANR 303

Paper Group ANR 303

April 2, 2020

Handling noise in image deblurring via joint learning. SOL: Effortless Device Support for AI Frameworks without Source Code Changes. Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos. On Stochastic Automata over Monoids. Automatic Differentiation Variational Inference with Mixtures. Exploiting Unlabeled Dat …
Paper Group ANR 304

Paper Group ANR 304

April 2, 2020

Robust Multi-channel Speech Recognition using Frequency Aligned Network. On Layer Normalization in the Transformer Architecture. Reinforcement Learning in FlipIt. Corrupted Multidimensional Binary Search: Learning in the Presence of Irrational Agents. Lattice protein design using Bayesian learning. FastDTW is approximate and Generally Slower than t …
Paper Group ANR 313

Paper Group ANR 313

April 2, 2020

Machine Learning based prediction of noncentrosymmetric crystal materials. Cytology Image Analysis Techniques Towards Automation: Systematically Revisited. Strip Pooling: Rethinking Spatial Pooling for Scene Parsing. Exploring Partial Intrinsic and Extrinsic Symmetry in 3D Medical Imaging. DeepFit: 3D Surface Fitting via Neural Network Weighted Lea …
Paper Group ANR 323

Paper Group ANR 323

April 2, 2020

Towards Probabilistic Verification of Machine Unlearning. Uncertainty Estimation in Cancer Survival Prediction. iNALU: Improved Neural Arithmetic Logic Unit. Fairness-Aware Learning with Prejudice Free Representations. 3D Point Cloud Processing and Learning for Autonomous Driving. Training Adversarial Agents to Exploit Weaknesses in Deep Control Po …
Paper Group ANR 324

Paper Group ANR 324

April 2, 2020

ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising. Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement. Algorithms for Optimizing Fleet Scheduling of Air Ambulances. Indexical Cities: Articulating Personal Models of Urban Preference with Geotagged Data. A Thorough Compari …
Paper Group ANR 327

Paper Group ANR 327

April 2, 2020

Automata for Hyperlanguages. Learning to See: You Are What You See. Efficiently Calibrating Cable-Driven Surgical Robots With RGBD Sensing, Temporal Windowing, and Linear and Recurrent Neural Network Compensation. Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis of Deformation Fields in Huntington’s Disease. TED: A Pretra …
Paper Group ANR 334

Paper Group ANR 334

April 2, 2020

A General Pairwise Comparison Model for Extremely Sparse Networks. Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization. Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning. The Pedestrian Patterns Dataset. PSC-Net: Learning Part Spatial Co-occurrence for Occluded Pedestrian Detection. Enhancement of Sh …
Paper Group ANR 335

Paper Group ANR 335

April 2, 2020

Improving Uyghur ASR systems with decoders using morpheme-based language models. A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing. XGPT: Cross-modal Generative Pre-Training for Image Captioning. Meta-Embeddings Based On Self-Attention. Fine-Grained Instance-Level Sketch-Based Video Retrieval. Video Cloze Pr …
Paper Group ANR 341

Paper Group ANR 341

April 2, 2020

Learning 3D Part Assembly from a Single Image. Iterative Data Programming for Expanding Text Classification Corpora. Identifying Notable News Stories. Deep Learning Enabled Uncorrelated Space Observation Association. Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. ScrabbleGAN: Semi-Supervised Varying Length H …
Paper Group ANR 349

Paper Group ANR 349

April 2, 2020

LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices. Res3ATN – Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos. Image Speckle Noise Denoising by a Multi-Layer Fusion Enhancement Method based on Block Matching and 3D Filtering. Predicting Memory Compiler Performance Outp …