Model Selection

Paper Group ANR 103

January 31, 2020

MOEA/D with Uniformly Randomly Adaptive Weights. Assessing the Sharpness of Satellite Images: Study of the PlanetScope Constellation. Embedding-based system for the Text part of CALL v3 shared task. Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization. Discovering Opioid Use Patterns from Social Media for Relapse Preven …

Paper Group ANR 121

January 31, 2020

Submodular Streaming in All its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity. Naver Labs Europe’s Systems for the Document-Level Generation and Translation Task at WNGT 2019. Novel Long Short-Term Memory Cell Architectures: Application to Light Field Face Recognition. Automated Playtesting of Matching Tile Games. 3D human …

Paper Group ANR 125

January 31, 2020

Extreme Few-view CT Reconstruction using Deep Inference. A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis. Integrating Learning and Reasoning with Deep Logic Models. Transmitter Classification With Supervised Deep Learning. SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentu …

Paper Group ANR 166

January 31, 2020

Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions. EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. Learning high-dimensional probability distributions using tree tensor networks. Making AI meaningful again. Learning Part Generation and Assembly for Str …

Paper Group ANR 171

January 31, 2020

An Axiomatic Approach to Regularizing Neural Ranking Models. Dense RepPoints: Representing Visual Objects with Dense Point Sets. Opportunities for artificial intelligence in advancing precision medicine. A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction. Neural Review Rating Prediction with Hier …

Paper Group ANR 85

January 31, 2020

A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging. Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution. Two-Pass End-to-End Speech Recognition. Overlearning Reveals Sensitive Attributes. Cross-Attention End-to-End ASR for Two-Par …

Paper Group AWR 395

January 31, 2020

GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection. Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables. Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation. Scientific Stateme …

Paper Group AWR 428

January 31, 2020

Joint Viewpoint and Keypoint Estimation with Real and Synthetic Data. Meaning guided video captioning. Topology of Learning in Artificial Neural Networks. Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions. Cognitively-inspired Agent-based Service Composition for Mobile & Pervasive Computing. Global-to-local Memory Pointer Net …

Paper Group AWR 437

January 31, 2020

Riemannian adaptive stochastic gradient algorithms on matrix manifolds. DoorGym: A Scalable Door Opening Environment And Baseline Agent. Efficient Derivative Computation for Cumulative B-Splines on Lie Groups. Robustness for Non-Parametric Classification: A Generic Attack and Defense. #MeTooMaastricht: Building a chatbot to assist survivors of sexu …

Paper Group AWR 442

January 31, 2020

Explainability Techniques for Graph Convolutional Networks. Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling. LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference. Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables. Semi-Supervised Monocular Depth Estim …

Paper Group AWR 444

January 31, 2020

Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting. Towards Debiasing Fact Verification Models. Learning a Spatio-Temporal Embedding for Video Instance Segmentation. Universally Slimmable Networks and Improved Training Techniques. Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth. …

Paper Group AWR 450

January 31, 2020

Factor Graph Attention. Parameterized quantum circuits as machine learning models. Deep Audio Prior. NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal. PoMo: Generating Entity-Specific Post-Modifiers in Context. Densely Residual Laplacian Super-Resolution. DPSNet: End-to-end Deep Plane Sweep Stereo. Dual Graph Attention Netwo …

Paper Group ANR 237

January 30, 2020

Textual Adversarial Attack as Combinatorial Optimization. DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning. Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems. Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks. Data Poisoning a …

Paper Group ANR 242

January 30, 2020

Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion. Online News Media Website Ranking Using User Generated Content. Lifelong Bayesian Optimization. Leveraging Medical Visual Question Answering with Supporting Facts. Structure Learning for Neural Module Networks. Autoregressive Models: What Are They Good For?. Potential …

Paper Group ANR 245

January 30, 2020

Twitter Speaks: A Case of National Disaster Situational Awareness. $VJA\dot{G}\dot{G}$ – A Thick-Client Smart-Phone Journey Detection Algorithm. DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems. Teacher-Student Training for Robust Tacotron-based TTS. DeepHoyer: Learning Sparser Ne …

Paper Group ANR 263

January 30, 2020

Extreme Language Model Compression with Optimal Subwords and Shared Projections. Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship. SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. Prediction with Unpredictable Feature Evolution. Permutation-invariant Feature Restructurin …

Paper Group ANR 295

January 30, 2020

Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays. Logistic principal component analysis via non-convex singular value thresholding. DaTscan SPECT Image Classification for Parkinson’s Disease. SRG: Snippet Relatedness-based Temporal Action Proposal Generator. Anomaly Detection in Traffic Scenes via Spatial- …

Paper Group ANR 308

January 30, 2020

Model Bridging: To Interpretable Simulation Model From Neural Network. Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces. PaintBot: A Reinforcement Learning Approach for Natural Media Painting. Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Crime. Mu …

Paper Group ANR 330

January 30, 2020

Automatically Learning Construction Injury Precursors from Text. Vision-based Navigation Using Deep Reinforcement Learning. Learning Resolution-Invariant Deep Representations for Person Re-Identification. Survival Forests under Test: Impact of the Proportional Hazards Assumption on Prognostic and Predictive Forests for ALS Survival. Multiplicative …

Paper Group ANR 368

January 30, 2020

Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets. Inverse Path Tracing for Joint Material and Lighting Estimation. Deep Bayesian Multi-Target Learning for Recommender Systems. Generative Tensor Network Classification Model for Supervised Machine Learning. Encoders and Decoders for Quantum Expander …

Paper Group ANR 369

January 30, 2020

Self-Assignment Flows for Unsupervised Data Labeling on Graphs. Manifold Fitting under Unbounded Noise. Who is in Your Top Three? Optimizing Learning in Elections with Many Candidates. Fast and accurate reconstruction of HARDI using a 1D encoder-decoder convolutional network. Interpreting Distortions in Dimensionality Reduction by Superimposing Nei …

Paper Group ANR 409

January 30, 2020

Analysis Of Momentum Methods. A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. High-dimensional semi-supervised learning: in search for optimal inference of the mean. Quality analysis of DCGAN-generated mammography lesions. Learning Str …

Paper Group ANR 435

January 30, 2020

Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models. Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection. In defense of OSVOS. A Comprehensive Study of Alzheimer’s Disease Classification Using Convolutional Neural Networks. HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learni …

Paper Group ANR 476

January 30, 2020

A Simple Differentiable Programming Language. MixUp as Directional Adversarial Training. TinBiNN: Tiny Binarized Neural Network Overlay in about 5,000 4-LUTs and 5mW. Removing Stripes, Scratches, and Curtaining with Non-Recoverable Compressed Sensing. Pruning from Scratch. Towards Automatic Embryo Staging in 3D+T Microscopy Images using Convolution …

Paper Group ANR 488

January 29, 2020

Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms. Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. Saec: Similarity-Aware Embedding Compression in Recommendation Systems. Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A F …

Paper Group ANR 512

January 29, 2020

Joint Block Low Rank and Sparse Matrix Recovery in Array Self-Calibration Off-Grid DoA Estimation. Sketch-Driven Regular Expression Generation from Natural Language and Examples. Leveraging human Domain Knowledge to model an empirical Reward function for a Reinforcement Learning problem. Non-Autoregressive Transformer Automatic Speech Recognition. …

Paper Group ANR 518

January 29, 2020

Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents. Bayesian Curiosity for Efficient Exploration in Reinforcement Learning. Attention-based Fusion for Multi-source Human Image Generation. Towards non-toxic landscapes: Automatic toxic comment detection using DNN. Multimodal deep networks for text and imag …

Paper Group ANR 522

January 29, 2020

Model-free Feature Screening and FDR Control with Knockoff Features. Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark. Combating the Compounding-Error Problem with a Multi-step Model. Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning. Artificial Intelligence: A Child’s Play. …