Image Retrieval

Paper Group ANR 892

October 17, 2019

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data. 3D Video Quality Assessment. Refacing: reconstructing anonymized facial features using GANs. Plug-In Stochastic Gradient Method. LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Contro …

Paper Group ANR 903

October 17, 2019

Semi-Supervised Deep Metrics for Image Registration. Thermal to Visible Synthesis of Face Images using Multiple Regions. Online Decomposition of Compressive Streaming Data Using $n$-$\ell_1$ Cluster-Weighted Minimization. On the Ambiguity of Registration Uncertainty. Improving Nighttime Retrieval-Based Localization. Integrating Weakly Supervised Wo …

Paper Group ANR 912

October 17, 2019

Automatic Prediction of Building Age from Photographs. Learning to Grasp from a Single Demonstration. Seeing Tree Structure from Vibration. Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks. Optimized Skeleton-ba …

Paper Group ANR 920

October 17, 2019

Multi-objective evolution for 3D RTS Micro. Copy Move Forgery using Hus Invariant Moments and Log Polar Transformations. Robust Multi-subspace Analysis Using Novel Column L0-norm Constrained Matrix Factorization. A Fog Robotic System for Dynamic Visual Servoing. High-resolution medical image synthesis using progressively grown generative adversaria …

Paper Group ANR 947

October 17, 2019

Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multi-view Learning. Stochastic Variance-Reduced Cubic Regularized Newton Method. On the difficulty of a distributional semantics of spoken language. Deep Collective Matrix Factorization for Augmented Multi-View Learning. Learning to Bound the Multi-class Bayes Error. S …

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 1018

October 16, 2019

Active Testing: An Efficient and Robust Framework for Estimating Accuracy. Mix&Match - Agent Curricula for Reinforcement Learning. Inducing and Embedding Senses with Scaled Gumbel Softmax. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Regularizing Deep Hashing Networks Using GA …

Paper Group ANR 1024

October 16, 2019

From Audio to Semantics: Approaches to end-to-end spoken language understanding. Guess who? Multilingual approach for the automated generation of author-stylized poetry. Embedding Cardinality Constraints in Neural Link Predictors. Single Image Super-Resolution via Cascaded Multi-Scale Cross Network. Recurrent Neural Networks for Long and Short-Term …

Paper Group ANR 1044

October 16, 2019

Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval. MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. Mitigating Unwanted Biases with Adversarial Learning. Automatic Graphics Program Generation using Attention-Based Hierarchical Decoder. Faster and More Robust …

Paper Group ANR 1049

October 16, 2019

500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow). A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization. Bayesian Optimal Design of Experiments For Inferring The Statistical Expectation Of A Black-Box Function. Age and Gender Classification From Ear Images. S …

Paper Group ANR 1059

October 16, 2019

Stochastic Variance-Reduced Hamilton Monte Carlo Methods. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. Comparison-Based Random Forests. A fast quasi-Newton-type method for large-scale stochastic optimisation. Future-Prediction-Based Model for Neural Machine Translation. Improving Massive MIMO Belief Pro …

Paper Group ANR 1066

October 16, 2019

Multi-Strategy Coevolving Aging Particle Optimization. Latent Space Non-Linear Statistics. CactusNets: Layer Applicability as a Metric for Transfer Learning. Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity. Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. Deceptive Games. Si …

Paper Group ANR 1068

October 16, 2019

Stacked Neural Networks for end-to-end ciliary motion analysis. Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD. QoS aware Automatic Web Service Composition with Multiple objectives. Adversarial Regression with Multiple Learners. Auto-Detection of Safety Issues in Baby Products. Task Driven Generati …

Paper Group ANR 1105

October 16, 2019

Efficiently testing local optimality and escaping saddles for ReLU networks. Parameter Re-Initialization through Cyclical Batch Size Schedules. Newton-Krylov PDE-constrained LDDMM in the space of band-limited vector fields. Game Tree Search in a Robust Multistage Optimization Framework: Exploiting Pruning Mechanisms. Stochastic Neighbor Embedding u …

Paper Group ANR 1107

October 16, 2019

Texture Synthesis Guided Deep Hashing for Texture Image Retrieval. Neural Conditional Gradients. Learning Cross-lingual Distributed Logical Representations for Semantic Parsing. WEBCA: Weakly-Electric-Fish Bioinspired Cognitive Architecture. Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information. Beyond Context: Ex …

Paper Group ANR 1114

October 16, 2019

DeepISP: Towards Learning an End-to-End Image Processing Pipeline. Constrained speaker diarization of TV series based on visual patterns. Weakly Supervised Active Learning with Cluster Annotation. Audiovisual speaker diarization of TV series. Second-order Democratic Aggregation. Class-Aware Adversarial Lung Nodule Synthesis in CT Images. Learning L …

Paper Group ANR 1122

October 16, 2019

Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference. Spectral feature scaling method for supervised dimensionality reduction. Log-Scale Shrinkage Priors and Adaptive Bayesian Global-Local Shrinkage Estimation. Multi-range Reasoning for Machine Comprehension. Sparse 3D Point-cloud Map Upsampling and Noise R …

Paper Group ANR 1126

October 16, 2019

A novel graph-based model for hybrid recommendations in cold-start scenarios. On an improvement of LASSO by scaling. Sequential Neural Methods for Likelihood-free Inference. Multi-armed Bandits with Compensation. Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study. CT Super-resolution GAN Constrained by th …

Paper Group ANR 1129

October 16, 2019

Time series clustering based on the characterisation of segment typologies. DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets. Fault Area Detection in Leaf Diseases using k-means Clustering. From BOP to BOSS and Beyond: Time Series Classification with …

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 976

October 16, 2019

Learning Deep Sketch Abstraction. Decision Forests Induce Characteristic Kernels. Learning convex polytopes with margin. Fully Convolutional Grasp Detection Network with Oriented Anchor Box. A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation. Building Models for Biopathway Dynamics Using Intrinsic Dimensionality Anal …

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 18

October 16, 2019

Using relative entropy for detection and analysis of periods of diachronic linguistic change. English-Basque Statistical and Neural Machine Translation. A corpus of German political speeches from the 21st century. Automatic Enrichment of Terminological Resources: the IATE RDF Example. A Comparative Study of Extremely Low-Resource Transliteration of …

Paper Group NANR 3

October 16, 2019

Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation. VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING. Debugging Sequence-to-Sequence Models with Seq2Seq-Vis. Product Quantization Network for Fast Image Retrieval. Sparse Covariance Modeling in High Dimensions with Gaussian Processes. Assessing th …

Paper Group NANR 36

October 16, 2019

CLUF: a Neural Model for Second Language Acquisition Modeling. Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks. License Plate Detection and Recognition in Unconstrained Scenarios. Towards a Language for Natural Language Treebank Transductions. Deep Face Detector Adaptation Without Negativ …

Paper Group NANR 39

October 16, 2019

Towards Building Affect sensitive Word Distributions. Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora. Maximizing SLU Performance with Minimal Training Data Using Hybrid RNN Plus Rule-based Approach. Relaxation-Free Deep Hashing via Policy Gradient. The Interplay of …

Paper Group NAWR 30

October 16, 2019

Restructuring Endpoint Congestion Control. Jack the Reader – A Machine Reading Framework. Few-Shot Learning with Graph Neural Networks. Monotonic Chunkwise Attention. Where is my URI?. Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. A Scalable Laplace Approximation for Neural Networks. Towards understanding ECG rhythm classifica …

Paper Group NANR 124

October 15, 2019

Introducing NIEUW: Novel Incentives and Workflows for Eliciting Linguistic Data. Categorizing Concepts With Basic Level for Vision-to-Language. HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN. The Price of Privacy for Low-rank Factorization. A Method for Human-Interpretable Paraphrasticality Prediction. Interoperable Annotation …