Transfer Learning

Paper Group AWR 306

October 20, 2019

Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. Optimal Completion Distillation for Sequence Learning. TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation. A Modulation Module for Multi-task Learning with Applications in Image Retrieval. Learning to Reweight Example …

Paper Group AWR 307

October 20, 2019

An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon Drawing. Evolving Space-Time Neural Architectures for Videos. Learning Gender-Neutral Word Embeddings. Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey. Predicting Citation Counts with a Neural Network. Robust Attentiona …

Paper Group AWR 315

October 20, 2019

Point Convolutional Neural Networks by Extension Operators. FWLBP: A Scale Invariant Descriptor for Texture Classification. Masked Conditional Neural Networks for Automatic Sound Events Recognition. On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation. ClariNet: Parallel Wave Generation in End-to-End Text …

Paper Group AWR 317

October 20, 2019

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. Shall I Compare Thee to a Machine-Written Sonnet? An Approach to Algorithmic Sonnet Generation. Towards real-time unsupervised monocular depth estimation on CPU. Integrating Transformer and Paraphrase Rules for Sentence Simplification. Practical Text Classification …

Paper Group AWR 318

October 20, 2019

BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation. cGANs with Projection Discriminator. Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding. Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models. Towards Two- …

Paper Group AWR 319

October 20, 2019

Multimodal Differential Network for Visual Question Generation. Accurate and Diverse Sampling of Sequences based on a “Best of Many” Sample Objective. SparseMAP: Differentiable Sparse Structured Inference. Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision. Brain MRI Image Super Resolution using Phase Stretch T …

Paper Group AWR 324

October 20, 2019

A Note on the Inception Score. DeepInf: Social Influence Prediction with Deep Learning. MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting. Learning Adversarially Fair and Transferable Representations. In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. Understanding Short-Horizon …

Paper Group AWR 325

October 20, 2019

Reverse Attention for Salient Object Detection. Predicting Twitter User Socioeconomic Attributes with Network and Language Information. DeepIM: Deep Iterative Matching for 6D Pose Estimation. Debugging Neural Machine Translations. CapsuleGAN: Generative Adversarial Capsule Network. PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation. A Survey …

Paper Group AWR 326

October 20, 2019

Non-bifurcating phylogenetic tree inference via the adaptive LASSO. A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers. Mining within-trial oscillatory brain dynamics to address the variability of optimized spatial filters. Towards Efficient Large-Scale Graph Neural Network Computing. Beamformed Fingerprint Learning for Accu …

Paper Group AWR 327

October 20, 2019

Relay: A New IR for Machine Learning Frameworks. Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce. Cold-start recommendations in Collective Matrix Factorization. CornerNet: Detecting Objects as Paired Keypoints. Compact Policies for Fully-Observable Non-Deterministic Planning as SAT. SpiderCNN: Deep Learning on Point Sets …

Paper Group AWR 329

October 20, 2019

Evolution-Guided Policy Gradient in Reinforcement Learning. Multi-attention Recurrent Network for Human Communication Comprehension. Amalgamating Knowledge towards Comprehensive Classification. Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings. Domain Adaptation for Ear Recognition Using Deep Convolutional Neural …

Paper Group AWR 330

October 20, 2019

NCRF++: An Open-source Neural Sequence Labeling Toolkit. PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image. Building a Conversational Agent Overnight with Dialogue Self-Play. Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation. Scan2CAD: Learning CAD Model Alignment in RGB-D Sc …

Paper Group AWR 331

October 20, 2019

PointCNN: Convolution On $\mathcal{X}$-Transformed Points. Learning Neural Templates for Text Generation. Path-Level Network Transformation for Efficient Architecture Search. Wide Activation for Efficient and Accurate Image Super-Resolution. Diverse Few-Shot Text Classification with Multiple Metrics. PointConv: Deep Convolutional Networks on 3D Poi …

Paper Group AWR 337

October 20, 2019

Sampled Policy Gradient for Learning to Play the Game Agar.io. Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images. Effective Subword Segmentation for Text Comprehension. Learning for Video Super-Resolution through HR Optical Flow Estimation. Bias and Generalization in …

Paper Group AWR 351

October 20, 2019

Learning Time-Sensitive Strategies in Space Fortress. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Boosting Domain Adaptation by Discovering Latent Domains. InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics. End-to-End Latent Fingerprint Search. …

Paper Group AWR 354

October 20, 2019

Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation. An Empirical Model of Large-Batch Training. Marian: Fast Neural Machine Translation in C++. YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU Computers. Session-based Recommendation with Graph Neural Networks. Pitfalls of Graph Neural Network Eval …

Paper Group ANR 106

October 19, 2019

DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score. Compositional Stochastic Average Gradient for Machine Learning and Related Applications. Towards a Semantic Perceptual Image Metric. SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation. Feasibility of Colon …

Paper Group ANR 109

October 19, 2019

Syntree2Vec - An algorithm to augment syntactic hierarchy into word embeddings. Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset. Translating MFM into FOL: towards plant operation planning. Evaluating Creativity in Computational Co-Creative Systems. The EcoLexicon S …

Paper Group ANR 118

October 19, 2019

Attention Fusion Networks: Combining Behavior and E-mail Content to Improve Customer Support. Semiparametric Classification of Forest Graphical Models. A Neural Network Model for Determining the Success or Failure of High-tech Projects Development: A Case of Pharmaceutical industry. Deep Unsupervised Multi-View Detection of Video Game Stream Highli …

Paper Group ANR 119

October 19, 2019

Cross-Database Micro-Expression Recognition: A Benchmark. InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering. Probabilistic Tools for the Analysis of Randomized Optimization Heur …

Paper Group ANR 121

October 19, 2019

An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models. HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of Documents. Adaptive Confidence Smoothing for Generalized Zero-Shot Learning. An Incremental Iterated Response Model of Pragmatics. DeepLogic: Towards End-to-End Differentiable Logical Reasoning. …

Paper Group ANR 126

October 19, 2019

Arbitrary Style Transfer with Deep Feature Reshuffle. An analytic theory of generalization dynamics and transfer learning in deep linear networks. Online Off-policy Prediction. Artificial Intelligence for Diabetes Case Management: The Intersection of Physical and Mental Health. A Comparative Study of Neural Network Models for Sentence Classificatio …

Paper Group ANR 130

October 19, 2019

Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation. PAC Learning Guarantees Under Covariate Shift. Measuring the Robustness of Graph Properties. An optimal approximation of discrete random variables with respect to the Kolmogorov distance. Recurrently Controlled Recurrent Net …

Paper Group ANR 131

October 19, 2019

Kernel Distillation for Fast Gaussian Processes Prediction. Sparse Gaussian ICA. Comparison of Classification Algorithms Used Medical Documents Categorization. Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST. Deep Learning Angiography (DLA): Three-dimensional C-arm Cone Beam CT Angiography …

Paper Group ANR 133

October 19, 2019

Private PAC learning implies finite Littlestone dimension. Narrow Artificial Intelligence with Machine Learning for Real-Time Estimation of a Mobile Agents Location Using Hidden Markov Models. HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning. The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attribu …

Paper Group ANR 135

October 19, 2019

Learning to Grasp Without Seeing. Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances. 4D Temporally Coherent Light-field Video. Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans. Story Ending Generation with Incremental Encoding and Commonsense Knowledge. Towards Inference-Oriented Reading Co …

Paper Group ANR 147

October 19, 2019

A Priori Estimates of the Population Risk for Two-layer Neural Networks. Latent Transformations for Object View Points Synthesis. Adversarial Regression for Detecting Attacks in Cyber-Physical Systems. A Brand-level Ranking System with the Customized Attention-GRU Model. Principles of design and software development models of ontological-driven com …

Paper Group ANR 151

October 19, 2019

A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?. Deep Transfer Learning for Static Malware Classification. Unsupervised parameter selection for denoising with the elastic net. Experience, Imitation …