Relation Extraction

Paper Group AWR 105

October 21, 2019

Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction. Parallel Clustering of Single Cell Transcriptomic Data with Split-Merge Sampling on Dirichlet Process Mixtures. Actionable Recourse in Linear Classification. GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints. Surrogate-assisted para …

Paper Group AWR 114

October 21, 2019

Neural Wavetable: a playable wavetable synthesizer using neural networks. Complementary-Label Learning for Arbitrary Losses and Models. Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark. Dimensionality’s Blessing: Clustering Images by Underlying Distribution. Learning Semantic Sentence Embeddings using Sequential Pa …

Paper Group AWR 124

October 21, 2019

ADef: an Iterative Algorithm to Construct Adversarial Deformations. Deep Bayesian Inversion. HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs. Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text. Expeditious Generation of Knowledge Graph Embeddings. Margin-based Parallel Corpus Mining wit …

Paper Group AWR 154

October 21, 2019

Visual Interpretability for Deep Learning: a Survey. Multi-Stream Dynamic Video Summarization. Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF). Backprop Evolution. Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep …

Paper Group AWR 157

October 21, 2019

Multi-View Stereo 3D Edge Reconstruction. An Optical Flow-Based Approach for Minimally-Divergent Velocimetry Data Interpolation. Computing Kantorovich-Wasserstein Distances on $d$-dimensional histograms using $(d+1)$-partite graphs. Infrared and Visible Image Fusion using a Deep Learning Framework. Remember and Forget for Experience Replay. A mathe …

Paper Group AWR 158

October 21, 2019

MDLatLRR: A novel decomposition method for infrared and visible image fusion. Machine Learning DDoS Detection for Consumer Internet of Things Devices. Unveiling the invisible - mathematical methods for restoring and interpreting illuminated manuscripts. Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks. Unsupervised Meta-l …

Paper Group AWR 16

October 21, 2019

Novel Prediction Techniques Based on Clusterwise Linear Regression. Multitask Learning for Fundamental Frequency Estimation in Music. QuaterNet: A Quaternion-based Recurrent Model for Human Motion. Quantizing deep convolutional networks for efficient inference: A whitepaper. Deep Reinforcement Learning for Event-Triggered Control. RTSeg: Real-time …

Paper Group AWR 163

October 21, 2019

SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing. Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq. SFace: An Efficient Network for Face Detection in Large Scale Variations. Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. Learning Representat …

Paper Group AWR 27

October 21, 2019

Deep Dynamical Modeling and Control of Unsteady Fluid Flows. Real Time Dense Depth Estimation by Fusing Stereo with Sparse Depth Measurements. Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines. Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics. A Hierarchical Multi-task Approach f …

Paper Group AWR 79

October 21, 2019

Improved and Scalable Online Learning of Spatial Concepts and Language Models with Mapping. Images & Recipes: Retrieval in the cooking context. No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling. Extending Pretrained Segmentation Networks with Additional Anatomical Structures. Temporal Regularization in Markov Decision Proc …

Paper Group AWR 82

October 21, 2019

RLgraph: Modular Computation Graphs for Deep Reinforcement Learning. Deep Learning for Classical Japanese Literature. Fast Online Object Tracking and Segmentation: A Unifying Approach. Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. NetGAN: Generating Graphs via Random Walks. Pre-training with …

Paper Group AWR 83

October 21, 2019

ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations. Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction. Random directions stochastic approximation with deterministic perturbations. Improving Reinforcement Learning Based Image Captioning with Natural Language Prio …

Paper Group AWR 90

October 21, 2019

Unsupervised Statistical Machine Translation. Towards Deep Conversational Recommendations. Real-time Automatic Word Segmentation for User-generated Text. Sentences with Gapping: Parsing and Reconstructing Elided Predicates. Understanding Measures of Uncertainty for Adversarial Example Detection. Neural Machine Translation for Query Construction and …

Paper Group ANR 44

October 20, 2019

Reasoning about multiple aspects in DLs: Semantics and Closure Construction. TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. PRESISTANT: Learning based assistant for data pre-processing. An Algorithmic Framework to Control Bias in Bandit-based Personalization. Social Media Analysis based on Semanticity of Streaming and Batch …

Paper Group ANR 55

October 20, 2019

Efficient Graph Cut Optimization for Full CRFs with Quantized Edges. LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks. Online Learning in Kernelized Markov Decision Processes. Counterfactuals uncover the modular structure of deep generative models. Mining Threat Intelligence about Open-Source Projects and Libraries from Code R …

Paper Group ANR 61

October 20, 2019

Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach. COREclust: a new package for a robust and scalable analysis of complex data. Informed Group-Sparse Representation for Singing Voice Separation. Pangloss: Fast Entity Linking in Noisy Text Environments. Improving Temporal Relation Extraction with a Globally Acquire …

Paper Group ANR 83

October 20, 2019

DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks. End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models. Minimax Lower Bounds for $\mathcal{H}_\infty$-Norm Estimation. Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach. MONET: Multiview Semi …

Paper Group ANR 9

October 20, 2019

Approximate Submodular Functions and Performance Guarantees. Unsupervised Open Relation Extraction. Semantic Segmentation for Urban Planning Maps based on U-Net. Deep Generative Video Compression. Investigating accuracy of pitch-accent annotations in neural network-based speech synthesis and denoising effects. Review of Applications of Generalized …

Paper Group ANR 95

October 20, 2019

LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification. Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. Scoring Formulation for Multi-Condition Joint PLDA. Local Binary Pattern Networks. Generalizable Meta-Heuristic based on Temporal Estimation of Rewards for Large Scale Blackbox Opti …

Paper Group ANR 99

October 20, 2019

Anomaly Detection for Industrial Big Data. CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web. Location Augmentation for CNN. Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising. Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System. Generative Des …

Paper Group AWR 184

October 20, 2019

Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification. Sequence-Aware Recommender Systems. Single-View Place Recognition under Seasonal Changes. SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks. TallyQA: Answering Complex Counting Questions. 3DFeat-Net: Weakly Supervised Local 3D Features for Po …

Paper Group AWR 203

October 20, 2019

Sequentially Aggregated Convolutional Networks. Predicting Factuality of Reporting and Bias of News Media Sources. Acute and sub-acute stroke lesion segmentation from multimodal MRI. Context-Aware Dialog Re-Ranking for Task-Oriented Dialog Systems. Detailed Human Avatars from Monocular Video. Disentangling Factors of Variation with Cycle-Consistent …

Paper Group AWR 206

October 20, 2019

Contextualize, Show and Tell: A Neural Visual Storyteller. A Binary Optimization Approach for Constrained K-Means Clustering. Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization. Instance-level Human Parsing via Part Grouping Network. Efficient Dependency-Guided Named Entity Recognition. Scalable Importance Tempering an …

Paper Group AWR 219

October 20, 2019

Joint Bootstrapping Machines for High Confidence Relation Extraction. Merging datasets through deep learning. Geometry-Based Data Generation. Point Cloud GAN. Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories. Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization. RankGAN: A Maximum Margin Ranking GA …

Paper Group AWR 227

October 20, 2019

Kymatio: Scattering Transforms in Python. An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge. Neural Baby Talk. PCL: Proposal Cluster Learning for Weakly Supervised Object Detection. Clustering via Boundary Erosion. N-ary Relation Extraction using Graph State LSTM. Datasheets for Datasets. Deep neural decoders for near term fau …

Paper Group AWR 258

October 20, 2019

Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network. Fully Supervised Speaker Diarization. Deep Object Co-Segmentation. DRACO: Byzantine-resilient Distributed Training via Redundant Gradients. 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data. QA4IE: A Question Answering based Framework for Inf …

Paper Group AWR 260

October 20, 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions. Unsupervised Learning of Shape and Pose with Differentiable Point Clouds. Experiential Robot Learning with Accelerated Neuroevolution. A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. Fisher Efficient Inference of Intractable Models. The Na …

Paper Group AWR 261

October 20, 2019

Behavioral Cloning from Observation. Learning to Drive in a Day. DOOBNet: Deep Object Occlusion Boundary Detection from an Image. Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget. Sparsity in Deep Neural Networks - An Empirical Investigation with TensorQuant. Context is Everything: Finding Meaning Stat …