Transfer Learning

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 994

January 28, 2020

Order Matters at Fanatics Recommending Sequentially Ordered Products by LSTM Embedded with Word2Vec. Using multi-task learning to improve the performance of acoustic-to-word and conventional hybrid models. A stochastic alternating minimizing method for sparse phase retrieval. Convex Reconstruction of Structured Matrix Signals from Linear Measuremen …

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 1080

January 27, 2020

Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. How to improve CNN-based 6-DoF camera pose estimation. Linking Art through Human Poses. Solving The Exam Scheduling Problems in Central Exams With Genetic Algorithms. Training Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text. M …

Paper Group ANR 1090

January 27, 2020

K-nn active learning under local smoothness condition. Fully Parallel Hyperparameter Search: Reshaped Space-Filling. Learning to Control Latent Representations for Few-Shot Learning of Named Entities. Superintelligence Safety: A Requirements Engineering Perspective. Toward Sensor-based Sleep Monitoring with Electrodermal Activity Measures. Imagined …

Paper Group ANR 1096

January 27, 2020

Are Outlier Detection Methods Resilient to Sampling?. Practical Semantic Parsing for Spoken Language Understanding. Generative Well-intentioned Networks. Monocular 3D Sway Tracking for Assessing Postural Instability in Cerebral Hypoperfusion During Quiet Standing. Learning Perceptual Inference by Contrasting. Pushing the Frontiers of Unconstrained …

Paper Group ANR 1098

January 27, 2020

Better Approximate Inference for Partial Likelihood Models with a Latent Structure. Communication Complexity of Estimating Correlations. On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms. Derived Codebooks for High-Accuracy Nearest Neighbor Search. A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed …

Paper Group ANR 1101

January 27, 2020

Dynamical Triangulation Induced by Quantum Walk. Transition Subspace Learning based Least Squares Regression for Image Classification. Joint Detection of Malicious Domains and Infected Clients. SVM-based Deep Stacking Networks. Action Modifiers: Learning from Adverbs in Instructional Videos. Design of optical neural networks with component imprecis …

Paper Group ANR 1103

January 27, 2020

Dixit: Interactive Visual Storytelling via Term Manipulation. Confidential Deep Learning: Executing Proprietary Models on Untrusted Devices. MTJ-Based Hardware Synapse Design for Quantized Deep Neural Networks. Predict Emoji Combination with Retrieval Strategy. Model-Based and Data-Driven Strategies in Medical Image Computing. SOSNet: Second Order …

Paper Group ANR 1108

January 27, 2020

Bayesian optimization in ab initio nuclear physics. “Mask and Infill” : Applying Masked Language Model to Sentiment Transfer. A Gaussian process latent force model for joint input-state estimation in linear structural systems. Deep Learning based HEp-2 Image Classification: A Comprehensive Review. Multi-layered Spiking Neural Network with Target Ti …

Paper Group ANR 1109

January 27, 2020

A novel algorithm for segmentation of leukocytes in peripheral blood. Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach. Efficient Adversarial Training with Transferable Adversarial Examples. Visual Rhythm Prediction with Feature-Aligning Network. Long-Range Indoor Navigation with PRM-RL. Quantum Expectation- …

Paper Group ANR 1110

January 27, 2020

6D Object Pose Estimation Based on 2D Bounding Box. Distributed Submodular Minimization via Block-Wise Updates and Communications. Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets. A Multimodal Deep Network for the Reconstruction of T2W MR Images. Towards a New Understanding of the Training of Neural Networks with Mislabe …

Paper Group ANR 1119

January 27, 2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search. Causal inference with Bayes rule. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction. Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network. Automated detection of celiac disease on duodenal biopsy slides: …

Paper Group ANR 1124

January 27, 2020

Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled Data. A Human-in-the-loop Framework to Construct Context-dependent Mathematical Formulations of Fairness. Learning Probabilities: Towards a Logic of Statistical Learning. Adversarial Training Can Hurt Generalization. BenchCouncil’s View on Benchmarking AI and Other Eme …

Paper Group ANR 1125

January 27, 2020

Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images. On the notion of number in humans and machines. STM: SpatioTemporal and Motion Encoding for Action Recognition. A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation. Keyword Spotting for Hearing Assistive Devices R …

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …

Paper Group ANR 1142

January 27, 2020

Random projections: data perturbation for classification problems. Computational Separations between Sampling and Optimization. Optimal Farsighted Agents Tend to Seek Power. High-Throughput Machine Learning from Electronic Health Records. Machine learning and serving of discrete field theories – when artificial intelligence meets the discrete univ …

Paper Group ANR 1147

January 27, 2020

Realistic Channel Models Pre-training. Neural Topographic Factor Analysis for fMRI Data. Position-Aware Convolutional Networks for Traffic Prediction. Adversarial Examples with Difficult Common Words for Paraphrase Identification. HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images. Automatic detectio …

Paper Group ANR 1151

January 27, 2020

Appearance invariant Entry-Exit matching using visual soft biometric traits. Block Randomized Optimization for Adaptive Hypergraph Learning. On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks. Toward Best Practices for Explainable B2B Machine Learning. AdvFaces: Adversarial Face Synthesis. Evaluating Semantic Representatio …

Paper Group ANR 1154

January 27, 2020

Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models. Ordinal Regression as Structured Classification. Increasing Shape Bias in ImageNet-Trained Networks Using Transfer Learning and Domain-Adversarial Methods. Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung …

Paper Group ANR 1159

January 27, 2020

Interactive Plan Explicability in Human-Robot Teaming. Deep Convolutional Spiking Neural Networks for Image Classification. Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems. A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. Multiple Linear Regression Ha …

Paper Group ANR 1164

January 27, 2020

InstructableCrowd: Creating IF-THEN Rules for Smartphones via Conversations with the Crowd. Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet. Partial differential equation regularization for supervised machine learning. Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k- …

Paper Group ANR 1166

January 27, 2020

Machine Learning using the Variational Predictive Information Bottleneck with a Validation Set. Variational Bayesian inference of hidden stochastic processes with unknown parameters. Phase transitions and optimal algorithms for semi-supervised classifications on graphs: from belief propagation to graph convolution network. Agile Domain Adaptation. …

Paper Group ANR 1167

January 27, 2020

Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications. Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography. Deep Kernel Learning for Clustering. Multi-Model Investigative Exploration of Social Media Data with boutique: A Case Study in Public Health. All-Action Policy Gradient M …

Paper Group ANR 1169

January 27, 2020

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. AdversarialNAS: Adversarial Neural Architecture Search for GANs. Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation. Online information of vaccines: information quality is an ethical responsibility of search engin …

Paper Group ANR 1171

January 27, 2020

CUDA: Contradistinguisher for Unsupervised Domain Adaptation. Importance-Aware Learning for Neural Headline Editing. Would a File by Any Other Name Seem as Malicious?. COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection. Multi-scale Deep Neural Networks for Solving High Dimensional PDEs. How Does Batch Normalization Help …

Paper Group ANR 1180

January 27, 2020

BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge. High-Dimensional Optimization in Adaptive Random Subspaces. End-to-End Jet Classification of Quarks and Gluons with the CMS Op …

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 …