Image-to-Image Translation

Paper Group AWR 369

February 1, 2020

Phrase Grounding by Soft-Label Chain Conditional Random Field. A Novel Re-weighting Method for Connectionist Temporal Classification. A Hybrid Neural Network Model for Commonsense Reasoning. Knowledge Graph Embedding for Ecotoxicological Effect Prediction. Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet …

Paper Group AWR 79

February 1, 2020

Deep Neuroevolution of Recurrent and Discrete World Models. Data Programming using Continuous and Quality-Guided Labeling Functions. Random Search and Reproducibility for Neural Architecture Search. Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers. The spiked matrix model with generative priors. Two-Step Sound …

Paper Group AWR 81

February 1, 2020

Bridging Adversarial Robustness and Gradient Interpretability. Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection. MelNet: A Generative Model for Audio in the Frequency Domain. Edge-Guided Occlusion Fading Reduction for a Light-Weighted Self-Supervised Monocular Depth Estimation. Fair Kernel Regre …

Paper Group AWR 86

February 1, 2020

Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy. Exploiting locality in high-dimensional factorial hidden Markov models. Human-In-The-Loop Automatic Program Repair. Anomaly Detection for Industrial Control Systems Using Sequence-to-Sequence Neural Networks. Automatic Differentiable Monte Carlo: Theory and Application. Towa …

Paper Group AWR 87

February 1, 2020

Time-to-Event Prediction with Neural Networks and Cox Regression. The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation. Theoretically Principled Trade-off between Robustness and Accuracy. Cascade R-CNN: High Quality Object Det …

Paper Group AWR 88

February 1, 2020

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Explicit Explore-Exploit Algorithms in Continuous State Spaces. The Explanation Game: Explaining Machine Learning Models with Cooperative Game Theory. Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics. Interpolation Consistency Training fo …

Paper Group AWR 99

February 1, 2020

Joint Discriminative and Generative Learning for Person Re-identification. Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping. High-Resolution Network for Photorealistic Style Transfer. Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. Switchable Whitening for Deep Repres …

Paper Group ANR 106

January 31, 2020

Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints. Generating Adversarial Perturbation with Root Mean Square Gradient. Streamlined Dense Video Captioning. Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. Analyzing and Interpreting Neural Net …

Paper Group ANR 126

January 31, 2020

A Survey on Practical Applications of Multi-Armed and Contextual Bandits. Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. Scaling Up Quasi-Newton Algorithms: Communication Efficient Distributed SR1. A Novel BiLevel Paradigm for Image-to-Image Translation. Structured Output Learning with Conditional Gener …

Paper Group ANR 131

January 31, 2020

Stateful Detection of Black-Box Adversarial Attacks. Quantum Data Fitting Algorithm for Non-sparse Matrices. Loss Switching Fusion with Similarity Search for Video Classification. A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample. Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence. Bandit …

Paper Group ANR 139

January 31, 2020

Designing a Symbolic Intermediate Representation for Neural Surface Realization. Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation. Efficient Continual Learning in Neural Networks with Embedding Regularization. CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis. Design and U …

Paper Group ANR 152

January 31, 2020

Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning. Light-weighted Saliency Detection with Distinctively Lower Memory Cost and Model Size. Modeling and Optimization with Gaussian Processes in Reduced Eigenbases – Extended Version. embComp: Visual Interactive Comparison of Vector Embeddings. IEDM, an Ontology fo …

Paper Group ANR 16

January 31, 2020

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling. A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care. Negative eigenvalues of the Hessian in deep neural networks. Deep Reinforcement Learning for Clinical Decisi …

Paper Group ANR 164

January 31, 2020

Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning. A Hierarchical Mixture Density Network. Video Skimming: Taxonomy and Comprehensive Survey. Air Quality Measurement Based on Double-Channel Convolutional Neural Network Ensemble Learning. Good-Enough Compositional Data Augmentation. A Li …

Paper Group ANR 17

January 31, 2020

Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features. Autonomous Removal of Perspective Distortion for Robotic Elevator Button Recognition. Decoding Cosmological Information in Weak-Lensing Mass Maps with Generative Adversarial Networks. Breaking the cycle – Colleagues are all you need. C …

Paper Group ANR 175

January 31, 2020

GANkyoku: a Generative Adversarial Network for Shakuhachi Music. Multi-level Gated Recurrent Neural Network for Dialog Act Classification. Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks. TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation. Context-aware Neural-based Dialog Act Classification on …

Paper Group ANR 180

January 31, 2020

Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog. Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog. Studying Software Engineering Patterns for Designing Machine Learning Systems. Co-Evolutionary Compression for Unpaired Image Translation. Order Optimal One-Shot Dis …

Paper Group ANR 195

January 31, 2020

Malware Detection using Machine Learning and Deep Learning. Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning. Adaptive Deep Kernel Learning. Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling. Leveraging binding-site structure for drug discovery w …

Paper Group ANR 57

January 31, 2020

A comprehensive study of speech separation: spectrogram vs waveform separation. How model accuracy and explanation fidelity influence user trust. Machine learning approach for segmenting glands in colon histology images using local intensity and texture features. Iterative Path Reconstruction for Large-Scale Inertial Navigation on Smartphones. Pose …

Paper Group ANR 63

January 31, 2020

NIESR: Nuisance Invariant End-to-end Speech Recognition. Accelerated CNN Training Through Gradient Approximation. SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters. End-to-End Speech Recognition with High-Frame-Rate Features Extraction. Improving Performance of End-to-End ASR on Numeric Sequences. Linearized two-lay …

Paper Group ANR 94

January 31, 2020

DeepMark: One-Shot Clothing Detection. Balancing Domain Gap for Object Instance Detection. Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods. Communication-Efficient Weighted Sampling and Quantile Summary for GBDT. A Compact Light Field Camera for Real-Time Depth Estimation. Learning Disentangled Representations of Sat …

Paper Group AWR 372

January 31, 2020

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection. TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning. Deep Coordination Graphs. Controllable Artistic Text Style Transfer via Shape-Matching GAN. Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-A …

Paper Group AWR 374

January 31, 2020

Human uncertainty makes classification more robust. Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI. ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity. AMR Normalization for Fairer Evaluation. Unified Generative Adversarial Networks for Controllable Image-t …

Paper Group AWR 388

January 31, 2020

On Single Source Robustness in Deep Fusion Models. Predicting materials properties without crystal structure: Deep representation learning from stoichiometry. Predicting Research Trends with Semantic and Neural Networks with an application in Quantum Physics. Understanding and Controlling Memory in Recurrent Neural Networks. Calculating Optimistic …

Paper Group AWR 400

January 31, 2020

Reinventing 2D Convolutions for 3D Images. Deep Learning for Spacecraft Pose Estimation from Photorealistic Rendering. A Neural-Symbolic Architecture for Inverse Graphics Improved by Lifelong Meta-Learning. Two-stage Image Classification Supervised by a Single Teacher Single Student Model. Adaptively Connected Neural Networks. Dependency or Span, E …

Paper Group AWR 401

January 31, 2020

Fully Automatic Liver Attenuation Estimation Combing CNN Segmentation and Morphological Operations. Very Long Natural Scenery Image Prediction by Outpainting. Inspirational Adversarial Image Generation. Attention Guided Network for Retinal Image Segmentation. Symmetry Detection and Classification in Drawings of Graphs. A Better Way to Attend: Atten …

Paper Group AWR 420

January 31, 2020

A Constructive Approach for One-Shot Training of Neural Networks Using Hypercube-Based Topological Coverings. Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator. SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression. Pre-Training of Deep Bid …

Paper Group AWR 421

January 31, 2020

Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. Emerging Convolutions for Generative Normalizing Flows. Automatic Temporally Coherent Video Colorization. SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses. A Personalized Subreddit Recommendation …