Graph Clustering

Paper Group AWR 1

October 21, 2019

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series. One-shot Learning for Question-Answering in Gaokao History Challenge. Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. Real Time Bangladeshi Sign Language Detection using Faster R-CNN. One-Shot Learning of Multi-Step Tasks from …

Paper Group AWR 113

October 21, 2019

Learning to Color from Language. RankME: Reliable Human Ratings for Natural Language Generation. Adversarially Regularized Graph Autoencoder for Graph Embedding. Probabilistic Recurrent State-Space Models. DARTS: Differentiable Architecture Search. Learning to Describe Differences Between Pairs of Similar Images. Federated Optimization in Heterogen …

Paper Group AWR 140

October 21, 2019

Toward Diverse Text Generation with Inverse Reinforcement Learning. Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches. Hierarchical Graph Clustering using Node Pair Sampling. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. Norm-Preservation: Why Residual Networks Can Become Ex …

Paper Group AWR 149

October 21, 2019

Graph Neural Networks: A Review of Methods and Applications. Deep contextualized word representations. Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet. DensePose: Dense Human Pose Estimation In The Wild. Optimal Transport for structured data with application on graphs. Machine Teaching for Inverse Reinforcement Learnin …

Paper Group ANR 60

October 20, 2019

A Learning-Based Visual Saliency Fusion Model for High Dynamic Range Video (LBVS-HDR). A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks. Automatically Designing CNN Architectures for Medical Image Segmentation. Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data. A Cla …

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 AWR 190

October 20, 2019

Adversarial Texts with Gradient Methods. GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition. Collective Matrix Completion. Indian Regional Movie Dataset for Recommender Systems. Unsupervised Single Image Dehazing Using Dark Channel Prior Loss. Incre …

Paper Group AWR 213

October 20, 2019

Dual CNN Models for Unsupervised Monocular Depth Estimation. StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction. MVDepthNet: Real-time Multiview Depth Estimation Neural Network. Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling. A Recurrent Neural Network for Sentiment Quant …

Paper Group AWR 235

October 20, 2019

Learning the Reward Function for a Misspecified Model. Fix your classifier: the marginal value of training the last weight layer. Neural Best-Buddies: Sparse Cross-Domain Correspondence. Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations. Factorised spatial representation learning: application in semi-supervised …

Paper Group ANR 169

October 19, 2019

Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification. Counting the uncountable: deep semantic density estimation from Space. Scanner: Efficient Video Analysis at Scale. Optimizing Prediction Intervals by Tuning Random Forest via Meta-Validation. LISA: Explaining Recurrent Neural Network Judgments …

Paper Group ANR 192

October 19, 2019

Some New Layer Architectures for Graph CNN. Neonatal Pain Expression Recognition Using Transfer Learning. Data-driven forecasting of solar irradiance. Rethinking Recurrent Latent Variable Model for Music Composition. A Geometric Approach for Real-time Monitoring of Dynamic Large Scale Graphs: AS-level graphs illustrated. Temporal Hockey Action Reco …

Paper Group ANR 360

October 19, 2019

A Rule for Committee Selection with Soft Diversity Constraints. Internal Model from Observations for Reward Shaping. Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery. Clause Vivification by Unit Propagation in CDCL SAT Solvers. Quantitativ …

Paper Group ANR 402

October 19, 2019

Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. The effect of the choice of neural network depth and breadth on the size of its hypothesis space. Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization. Unsupervised Part-of-Speech Induction. PeSOA: Pe …

Paper Group ANR 429

October 18, 2019

French Word Recognition through a Quick Survey on Recurrent Neural Networks Using Long-Short Term Memory RNN-LSTM. Learning sparse relational transition models. Learning One-hidden-layer ReLU Networks via Gradient Descent. Memetic Graph Clustering. Effective Quantization Approaches for Recurrent Neural Networks. Online learning with feedback graphs …

Paper Group ANR 619

October 18, 2019

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction. REGMAPR - Text Matching Made Easy. A Semantic Model for Historical Manuscripts. What might matter in autonomous cars adoption: first person versus third person scenarios. A …

Paper Group ANR 930

October 17, 2019

Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System. Re-ID done right: towards good practices for person re-identification. Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening. Vision-Based Preharvest Yield Mapping for Apple Orchards. Middle-Out Decoding. Harvesting Para …

Paper Group ANR 1034

October 16, 2019

Pilot study for the COST Action “Reassembling the Republic of Letters”: language-driven network analysis of letters from the Hartlib’s Papers. Dimension-Robust MCMC in Bayesian Inverse Problems. Algorithms Inspired by Nature: A Survey. An Estimation and Analysis Framework for the Rasch Model. Mixed Uncertainty Sets for Robust Combinatorial Optimiza …

Paper Group ANR 1089

October 16, 2019

Learning Representative Temporal Features for Action Recognition. Generative Adversarial User Model for Reinforcement Learning Based Recommendation System. Large scale visual place recognition with sub-linear storage growth. Clinical Parameters Prediction for Gait Disorder Recognition. A Deep Ranking Model for Spatio-Temporal Highlight Detection fr …

Paper Group NANR 30

October 16, 2019

A Corpus Study and Annotation Schema for Named Entity Recognition and Relation Extraction of Business Products. PMKI: an European Commission action for the interoperability, maintainability and sustainability of Language Resources. DeepTC – An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments. Using …

Paper Group NANR 122

October 15, 2019

Exploring the Hidden Dimension in Accelerating Convolutional Neural Networks. Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models. Synthetically Supervised Feature Learning for Scene Text Recognition. Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks. Pulling Actions out of Context: E …

Paper Group NANR 237

October 15, 2019

European Language Resource Coordination: Collecting Language Resources for Public Sector Multilingual Information Management. Attention-aware Deep Adversarial Hashing for Cross-Modal Retrieval. Multilingual Extension of PDTB-Style Annotation: The Case of TED Multilingual Discourse Bank. ShakeDrop regularization. LSH Softmax: Sub-Linear Learning and …