Image Restoration

Paper Group ANR 15

Paper Group ANR 15

April 3, 2020

FragNet: Writer Identification using Deep Fragment Networks. Learning to Correct 3D Reconstructions from Multiple Views. Nature-Inspired Optimization Algorithms: Challenges and Open Problems. DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning. Watching the World Go By: Representation Learning from Unlabeled Vi …
Paper Group AWR 14

Paper Group AWR 14

April 3, 2020

Learning Enriched Features for Real Image Restoration and Enhancement. Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation. Coping With Simulators That Don’t Always Return. Scalable End-to-end Recurrent Neural Network for Variable star classification. Infrared and 3D skeleton feature fusion for RG …
Paper Group AWR 56

Paper Group AWR 56

April 3, 2020

ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection. Entropy Minimization vs. Diversity Maximization for Domain Adaptation. Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. Social navigation with human empowerment driven reinforcement learning. Tensor-to-Vector Regression f …
Paper Group AWR 67

Paper Group AWR 67

April 3, 2020

An Evaluation of Change Point Detection Algorithms. Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis. Source Separation with Deep Generative Priors. Crowdsourced Collective Entity Resolution with Relational Match Propagation. On the interaction between supervision and self-play in emergent communication. DefogGAN: Predic …
Paper Group AWR 69

Paper Group AWR 69

April 3, 2020

TResNet: High Performance GPU-Dedicated Architecture. Scene Text Recognition via Transformer. Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment. Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning. Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation. Adversarial System Variant Approximation to Quan …
Paper Group AWR 7

Paper Group AWR 7

April 3, 2020

ScanSSD: Scanning Single Shot Detector for Mathematical Formulas in PDF Document Images. Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations. Machine-Learning-Based Diagnostics of EEG Pathology. MAST: A Memory-Augmented Self-supervised Tracker. Selecting time-series hyperparameters with the ar …
Paper Group ANR 105

Paper Group ANR 105

April 2, 2020

Autonomous discovery in the chemical sciences part I: Progress. Deep Active Inference for Autonomous Robot Navigation. Context-Aware Design of Cyber-Physical Human Systems (CPHS). Back-and-Forth prediction for deep tensor compression. A Study on Multimodal and Interactive Explanations for Visual Question Answering. Stochastic Frequency Masking to I …
Paper Group ANR 128

Paper Group ANR 128

April 2, 2020

Time-aware Large Kernel Convolutions. Symmetry Detection of Occluded Point Cloud Using Deep Learning. Deep Blind Video Super-resolution. ROSE: Real One-Stage Effort to Detect the Fingerprint Singular Point Based on Multi-scale Spatial Attention. EgoMap: Projective mapping and structured egocentric memory for Deep RL. Relevant-features based Auxilia …
Paper Group ANR 130

Paper Group ANR 130

April 2, 2020

A Benchmark for LiDAR-based Panoptic Segmentation based on KITTI. Deep Learning for MIR Tutorial. Cost-aware Bayesian Optimization. A Bounded Measure for Estimating the Benefit of Visualization. Dialectal Layers in West Iranian: a Hierarchical Dirichlet Process Approach to Linguistic Relationships. Learning Shape Representations for Clothing Variat …
Paper Group ANR 179

Paper Group ANR 179

April 2, 2020

Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis. On the Compressibility of Affinely Singular Random Vectors. Neuron Shapley: Discovering the Responsible Neurons. MSE-Optimal Neural Network Initializat …
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 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 249

Paper Group ANR 249

April 2, 2020

Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks. NCVis: Noise Contrastive Approach for Scalable Visualization. Matrix-LSTM: a Differentiable Recurrent Surface for Asynchronous Event-Based Data. MAC Protocol Design Optimization Using Deep Learning. The Rumour Mill: Making the Spread of Misinformation Explicit an …
Paper Group ANR 267

Paper Group ANR 267

April 2, 2020

Geometric Fusion via Joint Delay Embeddings. Spatio-temporal Tubelet Feature Aggregation and Object Linking in Videos. Efficiency and Equity are Both Essential: A Generalized Traffic Signal Controller with Deep Reinforcement Learning. multi-patch aggregation models for resampling detection. Longitudinal Support Vector Machines for High Dimensional …
Paper Group ANR 320

Paper Group ANR 320

April 2, 2020

Total Deep Variation for Linear Inverse Problems. Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service. Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning. AD-VO: Scale-Resilient Visual Odometry Using Attentive Disparity Map. Confidence Sets and Hypothesis Testing in a Likelihood-Fre …
Paper Group ANR 322

Paper Group ANR 322

April 2, 2020

Mutual Learning Network for Multi-Source Domain Adaptation. Learning Invariant Representation for Unsupervised Image Restoration. Conversational Structure Aware and Context Sensitive Topic Model for Online Discussions. From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization. REALM: Retrieval-Au …
Paper Group ANR 352

Paper Group ANR 352

April 2, 2020

HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images. Injective Domain Knowledge in Neural Networks for Transprecision Computing. Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. A machine learning environment for evaluating autonomous driving software. Decisions, Counterfa …
Paper Group ANR 359

Paper Group ANR 359

April 2, 2020

The Neighbours’ Similar Fitness Property for Local Search. FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis. Computing rank-revealing factorizations of matrices stored out-of-core. 3DSSD: Point-based 3D Single Stage Object Detector. Multi-object Monocular SLAM for Dynamic Environments. PSF–NET: A Non-parametr …
Paper Group ANR 481

Paper Group ANR 481

April 1, 2020

C-DLinkNet: considering multi-level semantic features for human parsing. Intrinsic Motivation for Encouraging Synergistic Behavior. Learning to Represent Programs with Property Signatures. Segmentation of brain tumor on magnetic resonance imaging using a convolutional architecture. From Nesterov’s Estimate Sequence to Riemannian Acceleration. A Lab …
Paper Group NANR 102

Paper Group NANR 102

April 1, 2020

Multitask Soft Option Learning. FACE SUPER-RESOLUTION GUIDED BY 3D FACIAL PRIORS. Analysis and Interpretation of Deep CNN Representations as Perceptual Quality Features. Manifold Modeling in Embedded Space: A Perspective for Interpreting “Deep Image Prior”. Intriguing Properties of Adversarial Training at Scale. Tranquil Clouds: Neural Networks for …
Paper Group NANR 20

Paper Group NANR 20

April 1, 2020

Training individually fair ML models with sensitive subspace robustness. Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation. Effort-value payoff in lemmatisation for Uralic languages. Proceedings of the Sixth International Workshop on Computational Linguistics of Uralic Languages. Removing the Representation Error of GAN …