Dictionary Learning

Paper Group ANR 648

October 18, 2019

Geometric Consistency for Self-Supervised End-to-End Visual Odometry. Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning. Deterministic Hypothesis Generation for Robust Fitting of Multiple Structures. Cross-Discourse and Multilingual Exploration of Textual Corpora with the DualNeighbors Algorithm. Cross-domain attr …

Paper Group ANR 649

October 18, 2019

Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition. Identifiability of Complete Dictionary Learning. Decentralized Dictionary Learning Over Time-Varying Digraphs. Overcoming the Curse of Dimensionality in Neural Networks. Cross-Paced Representation Learning with Partial Curricula for …

Paper Group ANR 659

October 18, 2019

Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart. A geometric characterisation of sensitivity analysis in monomial models. Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification. Dual approach for object tracking based on optical flow and swarm intelligence. Artificial …

Paper Group ANR 792

October 17, 2019

Coarse-to-fine Semantic Segmentation from Image-level Labels. The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling. Boosting the Robustness Verification of DNN by Identifying the Achilles’s Heel. Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!. Mask-aware Photorealistic Face Attribu …

Paper Group ANR 799

October 17, 2019

Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images. LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks. State Gradients for RNN Memory Analysis. Modeling of Facial Aging and Kinship: A Survey. Building Ethically Bounded AI. ForensicTransfer: Weakly-supervised Dom …

Paper Group ANR 863

October 17, 2019

SwipeCut: Interactive Segmentation with Diversified Seed Proposals. Dataset: Rare Event Classification in Multivariate Time Series. European Court of Human Right Open Data project. Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization. CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition. …

Paper Group ANR 885

October 17, 2019

Black Box FDR. Transductive Label Augmentation for Improved Deep Network Learning. Reproducibility Report for “Learning To Count Objects In Natural Images For Visual Question Answering”. Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration. Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regr …

Paper Group ANR 916

October 17, 2019

Learning Saliency Prediction From Sparse Fixation Pixel Map. Understanding Autoencoders with Information Theoretic Concepts. Dynamic-structured Semantic Propagation Network. On the Relative Expressiveness of Bayesian and Neural Networks. Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations. FD-GAN: Face-demorphing generative ad …

Paper Group ANR 925

October 17, 2019

Security Event Recognition for Visual Surveillance. Decision method choice in a human posture recognition context. Do WaveNets Dream of Acoustic Waves?. Multi-modal Image Processing based on Coupled Dictionary Learning. Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset. A Tour of Unsuperv …

Paper Group ANR 937

October 17, 2019

IoT2Vec: Identification of Similar IoT Devices via Activity Footprints. A Kernel Embedding-based Approach for Nonstationary Causal Model Inference. One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL. Par4Sim – Adaptive Paraphrasing for Text Simplification. Knowledge and Blameworthiness. A Bayesian Model for Bivariate Causal I …

Paper Group ANR 943

October 17, 2019

Image Super-Resolution Using VDSR-ResNeXt and SRCGAN. PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report. Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution. Denoising Dictionary Learning Against Adversarial Perturbations. Qualitätsmaße binärer Klassifikationen im Bereich kriminalprognostischer …

Paper Group ANR 948

October 17, 2019

Learning Structure and Strength of CNN Filters for Small Sample Size Training. MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation. Predicate learning in neural systems: Discovering latent generative structures. Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concep …

Paper Group ANR 952

October 17, 2019

Ego-Downward and Ambient Video based Person Location Association. Cooking State Recognition from Images Using Inception Architecture. RUSSE’2018: A Shared Task on Word Sense Induction for the Russian Language. A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector mac …

Paper Group ANR 953

October 17, 2019

Finite Biased Teaching with Infinite Concept Classes. GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine. Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach. Is Q-learning Provably Efficient?. Smooth Inter-layer Propagation of Stabilized Neural Networks for Classificati …

Paper Group ANR 1006

October 16, 2019

Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. On the Sublinear Convergence of Randomly Perturbed Alternating Gradient Descent to Second Order Stationary Solutions. Emergence of Addictive Behaviors in Reinforcement Learning Agents. Your Actions or Your Associates? Predicting Certification and Dro …

Paper Group ANR 1014

October 16, 2019

MX-LSTM: mixing tracklets and vislets to jointly forecast trajectories and head poses. Human Activity Recognition in RGB-D Videos by Dynamic Images. Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach. On Convergence of Moments for Approximating Processes and Applications to Surrogate Models. Who Killed Albert Einstein? F …

Paper Group ANR 1028

October 16, 2019

Robust Deep Multi-modal Learning Based on Gated Information Fusion Network. A writer-independent approach for offline signature verification using deep convolutional neural networks features. Classification of Functioning, Disability, and Health for Children and Youth: ICF-CY Self Care (SCADI Dataset) Using Predictive Analytics. Online Bearing Rema …

Paper Group ANR 1035

October 16, 2019

Deep Neural Networks Learn Non-Smooth Functions Effectively. Dynamic Assortment Optimization with Changing Contextual Information. Stable Geodesic Update on Hyperbolic Space and its Application to Poincare Embeddings. Causal Explanation Analysis on Social Media. Joint Facade Registration and Segmentation for Urban Localization. Stochastic Variance- …

Paper Group ANR 1045

October 16, 2019

Cross-lingual Semantic Parsing. Hierarchical Selective Recruitment in Linear-Threshold Brain Networks – Part I: Single-Layer Dynamics and Selective Inhibition. Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data. Gender Bias in Neural Natural Language Processing. Predicting the Future with Transformational State …

Paper Group ANR 1072

October 16, 2019

Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization. Simultaneous Localization And Mapping with depth Prediction using Capsule Networks for UAVs. Coconditional Autoencoding Adversarial Networks for Chinese Font Feature Learning. Evaluation of Object Trackers in Distorted Surveillance Videos. Short-Term Meaning …

Paper Group ANR 1080

October 16, 2019

RNNs Implicitly Implement Tensor Product Representations. Learning the effect of latent variables in Gaussian Graphical models with unobserved variables. An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text. How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery?. PANDA: Facilitating Usable AI Development. …

Paper Group ANR 1081

October 16, 2019

Cross-modality deep learning brings bright-field microscopy contrast to holography. Towards Learning Sparsely Used Dictionaries with Arbitrary Supports. On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum. Dictionary learning - from local towards global and adaptive. Towards Understanding Limitations …

Paper Group ANR 1082

October 16, 2019

Multimodal Sparse Bayesian Dictionary Learning. Understanding Batch Normalization. Fast Single Image Rain Removal via a Deep Decomposition-Composition Network. Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. An Off-policy Policy Gradient Theorem Using Emphatic Weightings. Image Super-Resolution via RL-CSC: When Residual …

Paper Group ANR 1144

October 16, 2019

Simple and Effective Text Simplification Using Semantic and Neural Methods. Sem-GAN: Semantically-Consistent Image-to-Image Translation. A Comprehensive Survey of Ontology Summarization: Measures and Methods. What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals i …

Paper Group ANR 1151

October 16, 2019

Bandit learning in concave $N$-person games. Dialogue Natural Language Inference. An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting. Few-Shot Goal Inference for Visuomotor Learning and Planning. Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. Video-base …

Paper Group ANR 992

October 16, 2019

RGB image-based data analysis via discrete Morse theory and persistent homology. Toward Scale-Invariance and Position-Sensitive Region Proposal Networks. Time Series Classification to Improve Poultry Welfare. EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression. Efficient Multi-Do …

Paper Group NANR 17

October 16, 2019

Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing. CLARIN: Towards FAIR and Responsible Data Science Using Language Resources. Modelling and unsupervised learning of symmetric deformable object categories. Comprehensive Annotation of Various Types of Temporal Information on the Time Axis. Annotating Temporally-Anc …

Paper Group NANR 42

October 16, 2019

Measuring language distance among historical varieties using perplexity. Application to European Portuguese.. A New Large Scale Dynamic Texture Dataset with Application to ConvNet Understanding. Single Image Intrinsic Decomposition without a Single Intrinsic Image. Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning. Will i …