Transfer Learning

Paper Group ANR 11

January 31, 2020

In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks. Expression of Fractals Through Neural Network Functions. Multi-Level Network for High-Speed Multi-Person Pose Estimation. Federated Learning for Emoji Prediction in a Mobile Keyboard. On The Classification-Distortion-Perception Tradeoff. On Local Optimizers of Acquisiti …

Paper Group ANR 112

January 31, 2020

A Survey on Bias and Fairness in Machine Learning. Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications. Polytopes, lattices, and spherical codes for the nearest neighbor problem. Using an AI creativity system to explore how aesthetic experiences are processed along the brains perceptual neural pathways. Multi-sub …

Paper Group ANR 113

January 31, 2020

4D X-Ray CT Reconstruction using Multi-Slice Fusion. A blockchain-orchestrated Federated Learning architecture for healthcare consortia. Painting with baryons: augmenting N-body simulations with gas using deep generative models. Simultaneously Learning Architectures and Features of Deep Neural Networks. Gating Revisited: Deep Multi-layer RNNs That …

Paper Group ANR 116

January 31, 2020

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization. Conditioned Query Generation for Task-Oriented Dialogue Systems. Low-resource Deep Entity Resolution with Transfer and Active Learning. NCLS: Neural Cross-Lingual Summarization. Revisit Lmser and its further development based on convolutional layers. Mixout: Effective Regulariza …

Paper Group ANR 117

January 31, 2020

Gradient Flow Algorithms for Density Propagation in Stochastic Systems. Neural-network based general method for statistical mechanics on sparse systems. Is AI different for SE?. Coverage-based Outlier Explanation. Dynamically Visual Disambiguation of Keyword-based Image Search. A Simulation Model for Pedestrian Crowd Evacuation Based on Various AI …

Paper Group ANR 119

January 31, 2020

Multi-Agent Game Abstraction via Graph Attention Neural Network. Predicting Food Security Outcomes Using Convolutional Neural Networks (CNNs) for Satellite Tasking. Location Trace Privacy Under Conditional Priors. Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-Agent Reinforcement Learning. Agora: Towards An Open Ecosyst …

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 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 133

January 31, 2020

Convergence rates for optimised adaptive importance samplers. DAZSL: Dynamic Attributes for Zero-Shot Learning. Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery. Identifying Offensive Posts and Targeted Offense from Twitter. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning. The Semant …

Paper Group ANR 134

January 31, 2020

Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs). A Promotion Method for Generation Error Based Video Anomaly Detection. Context-Aware Saliency Detection for Image Retargeting Using Convolutional Neural Networks. Sentiment Analysis Challenges in Persian Language. Rectified Decision Trees: Towards Interpretabilit …

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 142

January 31, 2020

Convergence analysis of Tikhonov regularization for non-linear statistical inverse learning problems. Prediction of Bottleneck Points for Manipulation Planning in Cluttered Environment using a 3D Convolutional Neural Network. Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET. Task-Motion Planning for Navigation in Belief Spa …

Paper Group ANR 147

January 31, 2020

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus. Study of Robust Distributed Diffusion RLS Algorithms with Side Information for Adaptive Networks. Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. A Strongly Consistent Sparse $k$-means Clustering with Direct $l_1$ Penalizat …

Paper Group ANR 148

January 31, 2020

SceneFlowFields++: Multi-frame Matching, Visibility Prediction, and Robust Interpolation for Scene Flow Estimation. Transport Model for Feature Extraction. Exploring Representativeness and Informativeness for Active Learning. Fast Glare Detection in Document Images. On The Radon–Nikodym Spectral Approach With Optimal Clustering. Exponential-Binary …

Paper Group ANR 15

January 31, 2020

Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs. Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification. Adversarial Speaker Verification. Structural Pruning in Deep Neural Networks: A Small-World Approach. …

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 155

January 31, 2020

Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers. Optimizing Shallow Networks for Binary Classification. Code-Switching for Enhancing NMT with Pre-Specified Translation. Convergence rates for the stochastic gradient descent method for non-convex objective functions. Learning Metric Graphs for Neuron Segmentation In …

Paper Group ANR 157

January 31, 2020

Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications. Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. Model-Agnostic Linear Competitors – When Interpretable Models Compete and Collaborate with Black-Box Models. Data Context Adaptation for Accurate Recommendation with Additional Inf …

Paper Group ANR 161

January 31, 2020

Learning to Select, Track, and Generate for Data-to-Text. Conditional Hierarchical Bayesian Tucker Decomposition. Continuous-Time Mean-Variance Portfolio Selection: A Reinforcement Learning Framework. Clustering by Directly Disentangling Latent Space. Topology Based Scalable Graph Kernels. Locally Accelerated Conditional Gradients. Label Aware Grap …

Paper Group ANR 167

January 31, 2020

Fractional spectral graph wavelets and their applications. On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods. Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement. Distributed Microphone Speech Enhancement based on Deep Learning. Multilingual End-to-End Speech Translation. Nece …

Paper Group ANR 168

January 31, 2020

On the Convergence of FedAvg on Non-IID Data. Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed. English-Bhojpuri SMT System: Insights from the Karaka Model. DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification. Improving sequence-to-sequence speech recognition training with on-the-fly data augmenta …

Paper Group ANR 170

January 31, 2020

On Data-Selective Learning. Hotel Recommendation System. Temporally-Biased Sampling Schemes for Online Model Management. Input-Output Equivalence of Unitary and Contractive RNNs. Supervised learning improves disease outbreak detection. Adaptive Sequence Submodularity. HEMELB Acceleration and Visualization for Cerebral Aneurysms. Motorway Traffic Fl …

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 172

January 31, 2020

Hierarchical stochastic neighbor embedding as a tool for visualizing the encoding capability of magnetic resonance fingerprinting dictionaries. Learning to Answer Ambiguous Questions with Knowledge Graph. Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks. RinQ Fingerprinting: Recurrence-informed …

Paper Group ANR 173

January 31, 2020

Estimation of Tire-Road Friction for Road Vehicles: a Time Delay Neural Network Approach. Sample Complexity Lower Bounds for Linear System Identification. Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. Sequence Labeling Parsing by Learning Across Representations. How Large Are Lions? Inducing Distributions over Quanti …

Paper Group ANR 177

January 31, 2020

A HVS-inspired Attention to Improve Loss Metrics for CNN-based Perception-Oriented Super-Resolution. Privacy-Preserving Action Recognition using Coded Aperture Videos. Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification. Qini-based Uplift Regression. Interaction is necessary for distributed learning with priv …

Paper Group ANR 179

January 31, 2020

Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models. Boundary Cues for 3D Object Shape Recovery. Quantum Structure in Cognition: Human Language as a Boson Gas of Entangled Words. Learning gradient-based ICA by neurally estimating mutual information. DIALOG: A framework for modeling, an …