Image-to-Image Translation

Paper Group ANR 826

January 28, 2020

Efficiently Embedding Dynamic Knowledge Graphs. Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy. Machine learning topological phases in real space. Small and Practical BERT Models for Sequence Labeling. Generative Model-Based Ischemic Stroke Lesion Segmentation. MG-VAE: Deep Chinese Folk Songs Generation with Specif …

Paper Group ANR 827

January 28, 2020

Towards Generalizing Sensorimotor Control Across Weather Conditions. Proximal Reliability Optimization for Reinforcement Learning. Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework. Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution. Kernel density estimation based sampli …

Paper Group ANR 852

January 28, 2020

Cross-Domain Cascaded Deep Feature Translation. Assessing Partisan Traits of News Text Attributions. Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations. ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. Snowball: Iterative Model Evolution and Confident Sample Discovery for Se …

Paper Group ANR 853

January 28, 2020

Degraded Historical Documents Images Binarization Using a Combination of Enhanced Techniques. Open Set Domain Adaptation for Image and Action Recognition. Predicting Soil pH by Using Nearest Fields. The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. On the Vulnerability of CNN Classifiers in EEG-Based BCIs. Develop …

Paper Group ANR 913

January 28, 2020

Learning physics-based reduced-order models for a single-injector combustion process. Do not Omit Local Minimizer: a Complete Solution for Pose Estimation from 3D Correspondences. Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?. Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning. Detecting Cyber …

Paper Group ANR 937

January 28, 2020

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …

Paper Group ANR 967

January 28, 2020

A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training. Patch Clustering for Representation of Histopathology Images. Optimal Attacks on Reinforcement Learning Policies. Policy Based Inference in Trick-Taking Card Games. Uncertainty Estimates for Ordinal Embeddings. Gradient Sparification for Asynchronous Di …

Paper Group ANR 993

January 28, 2020

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals. Class-dependent Compression of Deep Neural Networks. Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. Radiological imag …

Paper Group ANR 997

January 28, 2020

On a convergence property of a geometrical algorithm for statistical manifolds. Theme Aware Aesthetic Distribution Prediction with Full Resolution Photos. SRGAN: Training Dataset Matters. Ship Instance Segmentation From Remote Sensing Images Using Sequence Local Context Module. Implicit Pairs for Boosting Unpaired Image-to-Image Translation. PHYRE: …

Paper Group ANR 1073

January 27, 2020

AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. Toward Automated Quest Generation in Text-Adventure Games. PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation. Real-Time Dense Stereo Embedded in A UAV for Road Inspection. A fast multi-object tracking system using an object detector ensemble. SDC - Stacked Dilated Conv …

Paper Group ANR 1113

January 27, 2020

On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning. HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting. FfDL : A Flexible Multi-tenant Deep Learning Platform. Attention Based Neural Architecture for Rumor Detection with Author Context Awareness. Learning Mi …

Paper Group ANR 1122

January 27, 2020

Software Engineering Practices for Machine Learning. Towards Making the Most of BERT in Neural Machine Translation. Asymmetric GAN for Unpaired Image-to-image Translation. Improving a Quality of 3D Object Detection by Spatial Transformation Mechanism. Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks. Object-Cent …

Paper Group ANR 1129

January 27, 2020

ER-AE: Differentially-private Text Generation for Authorship Anonymization. Completing and Debugging Ontologies: state of the art and challenges. Fully Automatic Brain Tumor Segmentation using a Normalized Gaussian Bayesian Classifier and 3D Fluid Vector Flow. Guiding Variational Response Generator to Exploit Persona. Post-mortem Iris Decomposition …

Paper Group ANR 1152

January 27, 2020

The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers. An Image Segmentation Model Based on a Variational Formulation. Neighborhood Growth Determines Geometric Priors for Relational Representation Learning. Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. MMGAN: Generative Adversa …

Paper Group ANR 1186

January 27, 2020

Copula & Marginal Flows: Disentangling the Marginal from its Joint. Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions. Queueing Analysis of GPU-Based Inference Servers with Dynamic Batching: A Closed-Form Characterization. Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-ti …

Paper Group ANR 1243

January 27, 2020

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …

Paper Group ANR 1260

January 27, 2020

RoboNet: Large-Scale Multi-Robot Learning. Robust Tensor Recovery with Fiber Outliers for Traffic Events. Probabilistic Successor Representations with Kalman Temporal Differences. A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories. Reluctant generalized additive modeling. Particle swarm optimization model to pre …

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …

Paper Group ANR 1292

January 27, 2020

MM for Penalized Estimation. Learning Selection Masks for Deep Neural Networks. Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image Translation. Predicting the Topical Stance of Media and Popular Twitter Users. Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images. Towards Personalized Mana …

Paper Group ANR 1313

January 27, 2020

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. There are No Bit Parts for Sign Bits in Black-Box Attacks. Gaussian DAGs on network data. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. …

Paper Group ANR 1373

January 26, 2020

On the Difficulty of Warm-Starting Neural Network Training. Design Automation for Efficient Deep Learning Computing. Boosting the rule-out accuracy of deep disease detection using class weight modifiers. Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. Growing axons: greedy learning of neural networks with ap …

Paper Group ANR 1378

January 26, 2020

WCE Polyp Detection with Triplet based Embeddings. Accurate Vision-based Manipulation through Contact Reasoning. Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding. Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?. How Robust Are Graph Neural Networks to Structural Noise?. A Fast-Optimal Guara …

Paper Group ANR 1383

January 26, 2020

Towards Optimisation of Collaborative Question Answering over Knowledge Graphs. A Novel Initial Clusters Generation Method for K-means-based Clustering Algorithms for Mixed Datasets. Answering Complex Questions by Joining Multi-Document Evidence with Quasi Knowledge Graphs. Dense Fusion Classmate Network for Land Cover Classification. Improve Diver …

Paper Group ANR 1401

January 26, 2020

SPGNet: Semantic Prediction Guidance for Scene Parsing. Program-Guided Image Manipulators. Lunar surface image restoration using U-net based deep neural networks. Clustering of solutions in the symmetric binary perceptron. Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation. Generating 3D People in Scenes without People. …

Paper Group ANR 1411

January 26, 2020

Parameter Free Clustering with Cluster Catch Digraphs (Technical Report). Communication-Efficient Integrative Regression in High-Dimensions. Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization. A Probabilistic framework for Quantum Clustering. Influence-aware Memory for Deep Reinforcement Learning. Generali …

Paper Group ANR 1432

January 26, 2020

Recovering Faces from Portraits with Auxiliary Facial Attributes. Cost-Sensitive Feature Selection by Optimizing F-Measures. A Test for Shared Patterns in Cross-modal Brain Activation Analysis. Evolving Gaussian Process kernels from elementary mathematical expressions. Current Trends in the Use of Eye Tracking in Mathematics Education Research: A P …