Common Sense Reasoning

Paper Group AWR 126

February 1, 2020

Accurate Visual Localization for Automotive Applications. Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual. Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. Single Image Deraining: A Comprehensive Benchmark Analysis. Constructive Type-Logical Supertagging with Self-Attention Networks. Improving Robus …

Paper Group AWR 133

February 1, 2020

Attribute-Aware Attention Model for Fine-grained Representation Learning. Prosodic Phrase Alignment for Machine Dubbing. The Brier Score under Administrative Censoring: Problems and Solutions. Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning. Continuous and Discrete-Time Survival Prediction with Neural Networks. Relation-Shape Convolu …

Paper Group AWR 190

February 1, 2020

Deep-learning inversion: a next generation seismic velocity-model building method. Localizing dexterous surgical tools in X-ray for image-based navigation. Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models. …

Paper Group AWR 191

February 1, 2020

Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs. Cosmological N-body simulations: a challenge for scalable generative models. Precise Detection in Densely Packed Scenes. DAGCN: Dual Attention Graph Convolutional Networks. Product-Aware Answer Generation in E-Commerce Question-Answering. Neural Chinese Word Segmentation …

Paper Group AWR 196

February 1, 2020

SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. Contrastive Attention Mechanism for Abstractive Sentence Summarization. Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA. HarDNet: A Low Memory Traffic Network. Multi-Graph Transformer for Free-Hand Sketch Recognition. Understanding Architecture …

Paper Group AWR 219

February 1, 2020

Deep interpretable architecture for plant diseases classification. Spherical Text Embedding. Metric Learning for Adversarial Robustness. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Unsupervised Keypoint Learning for Guiding Class-Conditional …

Paper Group AWR 262

February 1, 2020

Image search using multilingual texts: a cross-modal learning approach between image and text. Show, Translate and Tell. Phonetically-Oriented Word Error Alignment for Speech Recognition Error Analysis in Speech Translation. The Convex Information Bottleneck Lagrangian. Counterfactual Story Reasoning and Generation. Improving Neural Story Generatio …

Paper Group AWR 335

February 1, 2020

Loss Landscape Sightseeing with Multi-Point Optimization. Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. Estimating Pedestrian Moving State Based on Single 2D Body Pose. Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation. DMM-Net: Differentiable Mask-Matching Net …

Paper Group AWR 338

February 1, 2020

Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation. Weakly Supervised Energy-Based Learning for Action Segmentation. A Biologically Inspired Visual Working Memory for Deep Networks. Unifying Variational Inference and PAC-Bayes for Supervised Learning that Scales. Well-calibrated Model Uncertainty with Temperature Scaling fo …

Paper Group AWR 355

February 1, 2020

Adapting Multilingual Neural Machine Translation to Unseen Languages. Adversarial Policy Gradient for Deep Learning Image Augmentation. TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. Story Ending Prediction by Transferable BERT. Learning Optimal Data Augmentation Policies via Bayesia …

Paper Group AWR 431

January 31, 2020

d-blink: Distributed End-to-End Bayesian Entity Resolution. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. QASC: A Dataset for Question Answering via Sentence Composition. Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks. Optimal Transport-based Alignment of Learned Character Re …

Paper Group ANR 228

January 30, 2020

Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts. Unsupervised Representation Learning by Discovering Reliable Image Relations. Leveraging Knowledge Bases in LSTMs for Improving Machine Reading. Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. eSports Pro-Players Behavior During the Game Event …

Paper Group ANR 229

January 30, 2020

Automatic microscopic cell counting by use of deeply-supervised density regression model. Visual search and recognition for robot task execution and monitoring. Multi-Agent Reinforcement Learning with Multi-Step Generative Models. On Convex Duality in Linear Inverse Problems. SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Predicti …

Paper Group ANR 471

January 30, 2020

Music Recommendations in Hyperbolic Space: An Application of Empirical Bayes and Hierarchical Poincaré Embeddings. Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings. Noiseless Privacy. PI-GAN: Learning Pose Independent representations for multiple profile face synthesis. Distributed Vector Representations of Folksong Motifs. I …

Paper Group ANR 649

January 29, 2020

Migration through Machine Learning Lens – Predicting Sexual and Reproductive Health Vulnerability of Young Migrants. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. A Quantum Computational Approach to Correspondence Problems on Point Sets. Detecting Local Insights from Global Labels: Supe …

Paper Group ANR 650

January 29, 2020

Question Classification with Deep Contextualized Transformer. Why Do Masked Neural Language Models Still Need Common Sense Knowledge?. Random Vector Functional Link Neural Network based Ensemble Deep Learning. Action Semantics Network: Considering the Effects of Actions in Multiagent Systems. Hamiltonian Graph Networks with ODE Integrators. MonSter …

Paper Group ANR 701

January 29, 2020

Learning Sparse Dynamical Systems from a Single Sample Trajectory. Properties of Laplacian Pyramids for Extension and Denoising. PIQA: Reasoning about Physical Commonsense in Natural Language. Generating Interactive Worlds with Text. Best Arm Identification in Generalized Linear Bandits. Can User-Centered Reinforcement Learning Allow a Robot to Att …

Paper Group ANR 854

January 28, 2020

Linguistic evaluation of German-English Machine Translation using a Test Suite. Grammatical Gender, Neo-Whorfianism, and Word Embeddings: A Data-Driven Approach to Linguistic Relativity. Combining Physics-Based Domain Knowledge and Machine Learning using Variational Gaussian Processes with Explicit Linear Prior. Approximate Inference Turns Deep Net …

Paper Group ANR 876

January 28, 2020

Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training. ÆTHEL: Automatically Extracted Typelogical Derivations for Dutch. Online Predictive Optimization Framework for Stochastic Demand-Responsive Transit Services. Blang: Bayesian declarative modelling of arbitrary data structures. SymNet: Symmetrical Fi …

Paper Group ANR 914

January 28, 2020

300 GHz Radar Object Recognition based on Deep Neural Networks and Transfer Learning. Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks. Sample-Optimal Parametric Q-Learning Using Linearly Additive Features. Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation. Co …

Paper Group ANR 940

January 28, 2020

Learning Symbolic Physics with Graph Networks. Partial Compilation of ASP Programs. Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. RefNet: A Reference-aware Network for Background Based Conversation. Learn How to Cook a New Recipe in a New House: Using Map Familiarization, Curriculum Learning, and Bandit Feedback to Learn …

Paper Group ANR 956

January 28, 2020

Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge. Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge. Interaction-aware Decision Making with Adaptive Strategies under Merging Scenarios. Aski …

Paper Group ANR 980

January 28, 2020

Breast Tumor Cellularity Assessment using Deep Neural Networks. A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data. Machine learning Calabi-Yau metrics. Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images. Learning Open Information Extraction of Implicit Relations from Reading Comprehension Data …

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 1122

January 27, 2020

Software Engineering Practices for Machine Learning. Towards Making the Most of BERT in Neural Machine Translation. Asymmetric GAN for Unpaired Image-to-image Translation. Improving a Quality of 3D Object Detection by Spatial Transformation Mechanism. Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks. Object-Cent …

Paper Group ANR 1133

January 27, 2020

Separable Convolutional LSTMs for Faster Video Segmentation. Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR. Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression …

Paper Group ANR 1322

January 27, 2020

Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions. Self-Selective Correlation Ship Tracking Method for Smart Ocean System. Rethinking Arithmetic for Deep Neural Networks. Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome. Longitudinal Motion Plannin …

Paper Group ANR 1404

January 26, 2020

Adaptive Densely Connected Super-Resolution Reconstruction. To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning. How to make a pizza: Learning a compositional layer-based GAN model. Learning Algebraic Structur …