Face Generation

Paper Group AWR 17

October 21, 2019

Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. Domain Adaptive Faster R-CNN for Object Detection in the Wild. Elastic Boundary Projection for 3D Medical Imaging Segmentation. In Defense of Classical Image Processing: Fast Depth Completion on the CPU. Look Across Elapse: Disentangled Representation Learning and …

Paper Group AWR 2

October 21, 2019

Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming. Matrix Factorization on GPUs with Memory Optimization and Approximate Computing. Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data. Cadre Modeling: Simultaneously Discovering Subpopula …

Paper Group AWR 35

October 21, 2019

Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person. SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. Standing Wave Decomposition Gaussian Process. Fast Graph-Cut Based Optimization for Practical Dense …

Paper Group AWR 38

October 21, 2019

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation. Deep learning for pedestrians: backpropagation in CNNs. Deep Facial Expression Recognition: A Survey. On the Decision Boundary of Deep Neural Networks. Exploiting temporal and depth information for multi-frame face anti-spoofing. Deep Neural Network C …

Paper Group AWR 4

October 21, 2019

Learning Free-Form Deformations for 3D Object Reconstruction. Dense 3D Object Reconstruction from a Single Depth View. Adversarial Vision Challenge. Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother. Heterogeneous Multi-output Gaussian Process Prediction. DeepDRR – A Catalyst …

Paper Group ANR 46

October 20, 2019

Talking Face Generation by Conditional Recurrent Adversarial Network. Approximate k-space models and Deep Learning for fast photoacoustic reconstruction. BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level. Photometric Stereo in Participating Media Considering Shape-Dependent Forward Scatter. Marrying up Regular Expressions …

Paper Group AWR 188

October 20, 2019

Triple consistency loss for pairing distributions in GAN-based face synthesis. Batch Active Preference-Based Learning of Reward Functions. Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer’s Disease. Structured Content Preservation for Unsupervised Text Style Transfer. AutoZOOM: Autoencoder …

Paper Group AWR 212

October 20, 2019

Deep Learning for Classification Tasks on Geospatial Vector Polygons. Generating Distractors for Reading Comprehension Questions from Real Examinations. Neural Likelihoods via Cumulative Distribution Functions. LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs. Likelihood-free inference with emulator networks. …

Paper Group AWR 219

October 20, 2019

Joint Bootstrapping Machines for High Confidence Relation Extraction. Merging datasets through deep learning. Geometry-Based Data Generation. Point Cloud GAN. Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories. Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization. RankGAN: A Maximum Margin Ranking GA …

Paper Group ANR 320

October 19, 2019

VirtualHome: Simulating Household Activities via Programs. Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning. Temporal Difference Learni …

Paper Group ANR 339

October 19, 2019

X2Face: A network for controlling face generation by using images, audio, and pose codes. PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud. A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma. From Rank Estimation to Rank Approximation: Rank Residual Constraint for I …

Paper Group ANR 545

October 18, 2019

Anomaly Detection and Localization in Crowded Scenes by Motion-field Shape Description and Similarity-based Statistical Learning. A Survey of Deep Facial Attribute Analysis. Guided Proceduralization: Optimizing Geometry Processing and Grammar Extraction for Architectural Models. Zero-shot Transfer Learning for Semantic Parsing. Fully Scalable Gauss …

Paper Group ANR 552

October 18, 2019

ClosNets: a Priori Sparse Topologies for Faster DNN Training. Superconducting Optoelectronic Neurons II: Receiver Circuits. The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. Cross-dataset Person Re-Identification Using Similarity Preserved Generative …

Paper Group ANR 637

October 18, 2019

Exploring Disentangled Feature Representation Beyond Face Identification. Point-cloud-based place recognition using CNN feature extraction. Plan Explanations as Model Reconciliation – An Empirical Study. Side Information for Face Completion: a Robust PCA Approach. Towards fully automated protein structure elucidation with NMR spectroscopy. Exploit …

Paper Group ANR 647

October 18, 2019

Deep Reinforcement Learning for Autonomous Driving. Harmonic Alignment. Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms. A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics. Large-scale Bisample Learning on ID Versus Spot Face Recognition. Fast Neural Chinese W …

Paper Group ANR 705

October 17, 2019

Using a Classifier Ensemble for Proactive Quality Monitoring and Control: the impact of the choice of classifiers types, selection criterion, and fusion process. Pore detection in high-resolution fingerprint images using Deep Residual Network. $\ell_1$-regression with Heavy-tailed Distributions. Average-Case Information Complexity of Learning. Expl …

Paper Group ANR 721

October 17, 2019

A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance. The Taboo Trap: Behavioural Detection of Adversarial Samples. Constrained Counting and Sampling: Bridging the Gap between Theory and Practice. A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal …

Paper Group ANR 781

October 17, 2019

Internal node bagging. Distance Measure Machines. On PAC-Bayesian Bounds for Random Forests. Geometric Median Shapes. Degree based Classification of Harmful Speech using Twitter Data. Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners. Iterative Recursive Attention Model for Interpretable Sequence Classific …

Paper Group ANR 814

October 17, 2019

Agent cognition through micro-simulations: Adaptive and tunable intelligence with NetLogo LevelSpace. Learning Confidence Sets using Support Vector Machines. Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning. Self-organizing maps and generalization: an algorithmic description of Numerosity and Variability Effects. Eliminat …

Paper Group ANR 890

October 17, 2019

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models. Structural inpainting. Hydranet: Data Augmentation for Regression Neural Networks. Distribution-based Label Space Transformation for Multi-label Learning. Why is unsupervised alignm …

Paper Group ANR 901

October 17, 2019

DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization. Quit When You Can: Efficient Evaluation of Ensembles with Ordering Optimization. False Positive Reduction by Actively Mining Negative Samples for Pulmonary Nodule Detection in Chest Radiographs. Adversarial Attacks and Defences: A Survey. Convolutional Neura …

Paper Group ANR 902

October 17, 2019

Neural Variational Hybrid Collaborative Filtering. Dynamic learning rate using Mutual Information. Algorithmic Linearly Constrained Gaussian Processes. A Fuzzy Community-Based Recommender System Using PageRank. Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?. Versatile Auxiliary Regressor with Generative Adversaria …

Paper Group ANR 954

October 17, 2019

Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods Re-explained. Learning to Localize Sound Source in Visual Scenes. A chemical language based approach for protein - ligand interaction prediction. Deep Confidence: A Computationally Efficient Framework for Calculating Reliable Errors for Deep Neural Networks. On the Learning of Deep L …

Paper Group ANR 1101

October 16, 2019

Image denoising through bivariate shrinkage function in framelet domain. Mitigation of Adversarial Attacks through Embedded Feature Selection. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce. Real-Valued Evolutio …

Paper Group ANR 1103

October 16, 2019

Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd. Video Compression through Image Interpolation. Convolutional Sparse Coding for High Dynamic Range Imaging. Distribution Discrepancy Maximization for Image Privacy Preserving. Can We Assess Mental Health through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation. Evo …

Paper Group NANR 123

October 15, 2019

Uncertainty quantification using Bayesian neural networks in classification: Application to ischemic stroke lesion segmentation. Bayesian Time Series Forecasting with Change Point and Anomaly Detection. Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings. Ant Colony System for Multi-Document Summarization. X2Face: A net …

Paper Group NANR 226

October 15, 2019

Neural Poetry Translation. Emotional Attention: A Study of Image Sentiment and Visual Attention. A Simple Fully Connected Network for Composing Word Embeddings from Characters. Underspecified Universal Dependency Structures as Inputs for Multilingual Surface Realisation. A Unified Framework for Extensive-Form Game Abstraction with Bounds. Exploring …