3D Reconstruction

Paper Group ANR 1501

January 26, 2020

Relative rationality: Is machine rationality subjective?. FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation. Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things. Reframing Threat Detection: Inside esINSIDER. Deep Variational Semi-Supervised Novelty Detection. Deep Generative Models Strike Back! Improvin …

Paper Group ANR 1568

January 26, 2020

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization. Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning. Modeling and Analysis of Tagging Networks in Stack Exchange Communities. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. Sparse2Den …

Paper Group ANR 1583

January 26, 2020

Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation. AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models. On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes. Value-of-Information based Arbitration between Model-based and Model-free Con …

Paper Group ANR 1617

January 25, 2020

Bottom-Up Meta-Policy Search. No-regret Non-convex Online Meta-Learning. Model-Agnostic Meta-Learning using Runge-Kutta Methods. Approximate Dynamic Programming with Neural Networks in Linear Discrete Action Spaces. Fundamental Limitations in Sequential Prediction and Recursive Algorithms: $\mathcal{L}_{p}$ Bounds via an Entropic Analysis. Fast and …

Paper Group ANR 1618

January 25, 2020

Robust Variational Autoencoder. Catch Me If You Can. A Classification Methodology based on Subspace Graphs Learning. Using Orthophoto for Building Boundary Sharpening in the Digital Surface Model. InferPy: Probabilistic Modeling with Deep Neural Networks Made Easy. Learning to Generate Synthetic Data via Compositing. Constraint Satisfaction Propaga …

Paper Group ANR 1619

January 25, 2020

A Surprisingly Robust Trick for Winograd Schema Challenge. Inducing Constituency Trees through Neural Machine Translation. Personalizing human activity recognition models using incremental learning. SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization. Importance of user inputs while using incremental lea …

Paper Group ANR 1657

January 25, 2020

Semantic Example Guided Image-to-Image Translation. Shadow Transfer: Single Image Relighting For Urban Road Scenes. One-to-one Mapping for Unpaired Image-to-image Translation. Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning. Characterizing the Variability in Face Recognition Accuracy Relat …

Paper Group ANR 1684

January 25, 2020

Unsupervised Method to Localize Masses in Mammograms. Aligning Biomedical Metadata with Ontologies Using Clustering and Embeddings. Interpretable Text Classification Using CNN and Max-pooling. Time Series Imputation. Predicting Specificity in Classroom Discussion. Information Bottleneck and its Applications in Deep Learning. Segmentation is All You …

Paper Group ANR 1728

January 25, 2020

Convolutional Restricted Boltzmann Machine Based-Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer. Transferability and Hardness of Supervised Classification Tasks. Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces. Speeding up reinforcement learnin …

Paper Group ANR 1746

January 25, 2020

A Study of Deep Learning for Network Traffic Data Forecasting. Generation & Evaluation of Adversarial Examples for Malware Obfuscation. ES-MAML: Simple Hessian-Free Meta Learning. Learning to Reconstruct and Understand Indoor Scenes from Sparse Views. Tell-the-difference: Fine-grained Visual Descriptor via a Discriminating Referee. Automated Multid …

Paper Group NANR 16

January 25, 2020

Multi-Scale Stacked Hourglass Network for Human Pose Estimation. Tweet Stance Detection Using an Attention based Neural Ensemble Model. Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content. Improving UD processing via satellite resources for morphology. Deep Embedding Learning With Discriminative Sampling Policy …

Paper Group NANR 36

January 25, 2020

Contextualized Word Representations from Distant Supervision with and for NER. A deep-learning-based approach for fast and robust steel surface defects classification. Self-Supervised 3D Hand Pose Estimation Through Training by Fitting. Crowdsourced Hedge Term Disambiguation. Multilingual Multimodal Machine Translation for Dravidian Languages utili …

Paper Group NANR 5

January 25, 2020

Feature Extraction Based Machine Learning for Human Burn Diagnosis From Burn Images. One Size Does Not Fit All: Comparing NMT Representations of Different Granularities. On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training. MixFeat: Mix Feature in Latent Space Learns Discriminative Spac …

Paper Group NANR 51

January 25, 2020

Diverse Machine Translation with a Single Multinomial Latent Variable. FindHer: a Filter to Find Women Experts. Distillation-Based Training for Multi-Exit Architectures. Characterizing the Response Space of Questions: a Corpus Study for English and Polish. Elliptical Perturbations for Differential Privacy. A Platform Agnostic Dual-Strand Hate Speec …

Paper Group NAWR 30

January 25, 2020

Skin Lesion Segmentation using SegNet with Binary Cross-Entropy. On the (In)fidelity and Sensitivity of Explanations. Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss. Errudite: Scalable, Reproducible, and Testable Error Analysis. Digging Into Self-Supervised Monocular Depth Estimation. RUBi: Reducing Unimodal Biases fo …

Paper Group NAWR 36

January 25, 2020

A Composable Specification Language for Reinforcement Learning Tasks. Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets. Beyond Word Attention: Using Segment Attention in Neural Relation Extraction. LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning. Prediction of Spatial Point Pr …

Paper Group NAWR 43

January 25, 2020

A Non-negative Symmetric Encoder-Decoder Approach for Community Detection. A Late Fusion CNN for Digital Matting. Greedy Sampling for Approximate Clustering in the Presence of Outliers. PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. Splitter: Learning Node Representations that Capture Multiple S …

Paper Group NAWR 6

January 25, 2020

Predicting epileptic seizures using nonnegative matrix factorization. Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. DHSGAN: An End to End Dehazing Network for Fog and Smoke. Tree Communication Models for Sentiment Analysis. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. Classifica …

Paper Group NANR 199

January 24, 2020

World From Blur. Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera. Consistent Jumpy Predictions for Videos and Scenes. tweeDe – A Universal Dependencies treebank for German tweets. A Conceptual Spaces Model of Socially Motivated Language Change. Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples. Univer …

Paper Group NANR 207

January 24, 2020

Emoji Usage Across Platforms: A Case Study for the Charlottesville Event. Creating a Corpus for Russian Data-to-Text Generation Using Neural Machine Translation and Post-Editing. Recognizing UMLS Semantic Types with Deep Learning. MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. Relation Extraction among Multip …

Paper Group NANR 208

January 24, 2020

Dynamic Points Agglomeration for Hierarchical Point Sets Learning. Occupancy Flow: 4D Reconstruction by Learning Particle Dynamics. Resample-smoothing of Voronoi intensity estimators. Pose-Guided Feature Alignment for Occluded Person Re-Identification. Looking for ELMo’s friends: Sentence-Level Pretraining Beyond Language Modeling. Explicit Plannin …

Paper Group NANR 214

January 24, 2020

What just happened? Evaluating retrofitted distributional word vectors. Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning. MetaInit: Initializing learning by learning to initialize. Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation. X-Section: Cro …

Paper Group NANR 245

January 24, 2020

Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel. LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. KSU at SemEval-2019 Task 3: Hybrid Features for Emotion Recognition in Textual Conversation. Split or Merge: Which is Better for Unsupervised RST Parsin …

Paper Group NANR 257

January 24, 2020

LEARNING ADVERSARIAL EXAMPLES WITH RIEMANNIAN GEOMETRY. mID: Tracking and Identifying People with Millimeter Wave Radar. A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis. Tweaks and Tricks for Word Embedding Disruptions. Guess Who’s Coming (and Who’s Going): Bringing Perspective to the Rational Speech Acts Framework. Learnin …

Paper Group NANR 266

January 24, 2020

JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages. Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data. Team Harry Friberg at SemEval-2019 Task 4: Identifying Hyperpartisan News through Editorially Defined Metatopics. 'UFAL-Oslo at MRP 2019: Garage Sale Semantic Parsing. SAIL-VOS …