Monocular Depth Estimation

Paper Group ANR 1041

January 28, 2020

Modeling the Complexity and Descriptive Adequacy of Construction Grammars. Instruction-Level Design of Local Optimisers using Push GP. Accelerating Training in Pommerman with Imitation and Reinforcement Learning. Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation. 3D CNN with Localized Residual Connection …

Paper Group ANR 1055

January 28, 2020

Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model. Deep Q-Network for Angry Birds. A survey on intrinsic motivation in reinforcement learning. Recommending investors for new startups by integrating network diffusion and investors’ domain preference. Crowd Transformer Network. FlowSAN: Privacy-enhancing Semi-Adversarial Ne …

Paper Group ANR 986

January 28, 2020

Statistical Parameter Selection for Clustering Persistence Diagrams. Fully Hyperbolic Convolutional Neural Networks. Depth Estimation on Underwater Omni-directional Images Using a Deep Neural Network. How do neural networks see depth in single images?. Unsupervised Domain-Adaptive Person Re-identification Based on Attributes. Painting on Placement: …

Paper Group ANR 1173

January 27, 2020

A global approach for learning sparse Ising models. Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances. Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. Financial Event Extraction Using Wikip …

Paper Group ANR 1254

January 27, 2020

Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia. Optimising the Input Image to Improve Visual Relationship Detection. Deep Learning for Stock Selection Based on High Frequency Price-Volume Data. Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine s …

Paper Group ANR 1270

January 27, 2020

Character 3-gram Mover’s Distance: An Effective Method for Detecting Near-duplicate Japanese-language Recipes. Histographs: Graphs in Histopathology. Weakly Supervised Object Localization with Inter-Intra Regulated CAMs. A Short Note on the Kinetics-700 Human Action Dataset. Benefit of Interpolation in Nearest Neighbor Algorithms. Document-level Ne …

Paper Group ANR 1392

January 26, 2020

A novel repetition normalized adversarial reward for headline generation. AutoER: Automated Entity Resolution using Generative Modelling. The Verbal and Non Verbal Signals of Depression – Combining Acoustics, Text and Visuals for Estimating Depression Level. An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clus …

Paper Group ANR 1407

January 26, 2020

Non-Differentiable Supervised Learning with Evolution Strategies and Hybrid Methods. H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions. Self-supervised Learning for Single View Depth and Surface Normal Estimation. Machine Vision in the Context of Robotics: A Systematic Literature Review. Knowledge Graph Development for Ap …

Paper Group ANR 1430

January 26, 2020

Seismic data interpolation based on U-net with texture loss. Remote Estimation of Free-Flow Speeds. Google vs IBM: A Constraint Solving Challenge on the Job-Shop Scheduling Problem. Monocular Plan View Networks for Autonomous Driving. Argument Identification in Public Comments from eRulemaking. PEGASUS: Pre-training with Extracted Gap-sentences for …

Paper Group ANR 1458

January 26, 2020

CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection. Why Does a Visual Question Have Different Answers?. Semi-Automatic Crowdsourcing Tool for Online Food Image Collection and Annotation. Accelerated Neural Networks on OpenCL Devices Using SYCL-DNN. Election Manipulation on Social Networks: Seeding, Edge Removal, Edge …

Paper Group ANR 1510

January 26, 2020

Analysis of Deep Networks for Monocular Depth Estimation Through Adversarial Attacks with Proposal of a Defense Method. Improved Regret Bounds for Projection-free Bandit Convex Optimization. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. Minimal Learning Machine: Theoretical Results and Clustering-Based Ref …

Paper Group ANR 1639

January 25, 2020

Multimodal End-to-End Autonomous Driving. A Sober Look at Neural Network Initializations. Algorithmic Bias in Recidivism Prediction: A Causal Perspective. Addressing Design Issues in Medical Expert System for Low Back Pain Management: Knowledge Representation, Inference Mechanism, and Conflict Resolution Using Bayesian Network. Physics-informed Aut …

Paper Group ANR 1681

January 25, 2020

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. Autonomous Highway Driving using Deep Reinforcement Learning. Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification. A Commentary on “Breaking Row and Column Symmetries in Matrix Models”. Transfer Learning-Based Outdoor Position Recove …

Paper Group ANR 1712

January 25, 2020

Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees. Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization. Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification. Helping IT and OT Defenders Collaborate. Integrating Dict …

Paper Group ANR 1737

January 25, 2020

Deep convolutional autoencoder for cryptocurrency market analysis. Clinical Text Generation through Leveraging Medical Concept and Relations. Privacy-Enhancing Context Authentication from Location-Sensitive Data. Convolutional Neural Network for Intrusion Detection System In Cyber Physical Systems. Learning Single Camera Depth Estimation using Dual …

Paper Group ANR 1742

January 25, 2020

A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems. Using BERT for Word Sense Disambiguation. HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding. Learning to Modulate for Non-coherent MIMO. PoshakNet: Framework for matching dresses from real-life photos using GAN a …

Paper Group NANR 89

January 25, 2020

Unsupervised Joint Training of Bilingual Word Embeddings. Learning to Reinforcement Learn by Imitation. ON THE USE OF CONVOLUTIONAL AUTO-ENCODER FOR INCREMENTAL CLASSIFIER LEARNING IN CONTEXT AWARE ADVERTISEMENT. Generative Adversarial Models for Learning Private and Fair Representations. Deep Depth From Aberration Map. SYSTRAN @ WNGT 2019: DGT Tas …

Paper Group NANR 90

January 25, 2020

Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning. Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation. Answering questions by learning to rank - Learning to rank by answering questions. Abstractive Timeline Summarization. Empirical Evaluation of Active Lear …

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 NANR 126

January 24, 2020

On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution. Neural Coreference Resolution with Limited Lexical Context and Explicit Mention Detection for Oral French. Cross-lingual Incongruences in the Annotation of Coreference. On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings. …

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 225

January 24, 2020

``A Buster Keaton of Linguistics’': First Automated Approaches for the Extraction of Vossian Antonomasia. Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP. sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection. On the Relation between Position Information and Sentence Length in Neural Machine Transla …

Paper Group NANR 265

January 24, 2020

Training Hybrid Language Models by Marginalizing over Segmentations. Neural Networks with Cheap Differential Operators. Efficient Dictionary Learning with Gradient Descent. Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation. Transformer-XL: Language Modeling with Longer-Term Dependency. A Refined …