Stereo Matching

Paper Group AWR 137

October 21, 2019

MRI Tumor Segmentation with Densely Connected 3D CNN. A new robust feature selection method using variance-based sensitivity analysis. Fact Checking in Community Forums. DropBlock: A regularization method for convolutional networks. A Study into the similarity in generator and discriminator in GAN architecture. Multilevel Wavelet Decomposition Netw …

Paper Group AWR 153

October 21, 2019

Deep Recurrent Survival Analysis. SqueezeNext: Hardware-Aware Neural Network Design. Taking a Deeper Look at the Inverse Compositional Algorithm. Deep-Net: Deep Neural Network for Cyber Security Use Cases. PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud. Spatial-Temporal Person Re-identification. Learning-based Model Predict …

Paper Group AWR 43

October 21, 2019

Reinforced Continual Learning. Hierarchical Discrete Distribution Decomposition for Match Density Estimation. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. Memorize or generalize? Searching for a compositional RNN in a haystack. Learning Tree-based Deep Model for Recommender Systems. Characte …

Paper Group AWR 51

October 21, 2019

MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification. GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition. Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach. Weakly Supervised Silhouette-based Semantic Scene Change Detection. Finite-Da …

Paper Group AWR 52

October 21, 2019

Design Challenges and Misconceptions in Neural Sequence Labeling. Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. SlowFast Networks for Video Recognition. Fast and Robust Multiple ColorChecker Detection using Deep Convolutional Neural Networks. Learning to Separate Object Sounds by Watching Unlabeled Video. LaneNet …

Paper Group AWR 54

October 21, 2019

Characterizing Well-Behaved vs. Pathological Deep Neural Networks. Learning Depth with Convolutional Spatial Propagation Network. Hamiltonian Descent Methods. On the Complexity of Opinions and Online Discussions. Action-Agnostic Human Pose Forecasting. CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++. Two-Stage Co …

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 226

October 20, 2019

Knowledge Distillation by On-the-Fly Native Ensemble. Computer vision-based framework for extracting geological lineaments from optical remote sensing data. Noise Contrastive Priors for Functional Uncertainty. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. Learning Multilingual Word Embed …

Paper Group AWR 286

October 20, 2019

Predicting protein inter-residue contacts using composite likelihood maximization and deep learning. Multi-Scale Gradual Integration CNN for False Positive Reduction in Pulmonary Nodule Detection. cilantro: A Lean, Versatile, and Efficient Library for Point Cloud Data Processing. Deep Reasoning with Knowledge Graph for Social Relationship Understan …

Paper Group ANR 236

October 19, 2019

Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. How does the AI understand what’s going on. Cascaded multi-scale and multi-dimension convolutional neural network for stereo matching. Events Beyond ACE: Curated Training for Events. onlineSPARC: a Programming Environment for Answer Set Programming. Joi …

Paper Group ANR 327

October 19, 2019

Challenges and Characteristics of Intelligent Autonomy for Internet of Battle Things in Highly Adversarial Environments. Preference-Guided Planning: An Active Elicitation Approach. A Distribution Similarity Based Regularizer for Learning Bayesian Networks. Hierarchical RNN for Information Extraction from Lawsuit Documents. Multiple Convolutional Ne …

Paper Group ANR 415

October 18, 2019

Does Haze Removal Help CNN-based Image Classification?. Efficient Subpixel Refinement with Symbolic Linear Predictors. Meta Multi-Task Learning for Sequence Modeling. Saccadic Predictive Vision Model with a Fovea. Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews. A classification point-of-view a …

Paper Group ANR 416

October 18, 2019

Pieces of Eight: 8-bit Neural Machine Translation. In situ TensorView: In situ Visualization of Convolutional Neural Networks. Semi-Metrification of the Dynamic Time Warping Distance. Representation Learning by Reconstructing Neighborhoods. Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks. Deep Stereo Matching with Expl …

Paper Group ANR 444

October 18, 2019

Stability and Convergence Trade-off of Iterative Optimization Algorithms. Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions. Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization. Erasure coding for dis …

Paper Group ANR 486

October 18, 2019

Real-Time Stereo Vision on FPGAs with SceneScan. DSVO: Direct Stereo Visual Odometry. A Low Effort Approach to Structured CNN Design Using PCA. Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. Realizing Intelligence. Hierarchical Reinforcement Learning with Hindsight. Automated labeling of bugs and tickets using attention …

Paper Group ANR 599

October 18, 2019

Learning Image Conditioned Label Space for Multilabel Classification. Aff2Vec: Affect–Enriched Distributional Word Representations. Radiative Transport Based Flame Volume Reconstruction from Videos. Review Helpfulness Assessment based on Convolutional Neural Network. New CleverHans Feature: Better Adversarial Robustness Evaluations with Attack Bun …

Paper Group ANR 600

October 18, 2019

FUNN: Flexible Unsupervised Neural Network. Confidence Inference for Focused Learning in Stereo Matching. Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. Correlation Propagation Networks for Scene Text Detection. Embedding Learning Through Multilingual Concept Induction. QADiver: Interactive Framework for Diagnosin …

Paper Group ANR 616

October 18, 2019

Multi-level Memory for Task Oriented Dialogs. Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision. Semi-Dense 3D Reconstruction with a Stereo Event Camera. Specular-to-Diffuse Translation for Multi-View Reconstruction. Combining SLAM with muti-spectral photometric stereo for real-time dense 3D reconstruction. Boundary-guided Fea …

Paper Group ANR 811

October 17, 2019

Unsupervised monocular stereo matching. SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation. Adaptive Stochastic Gradient Langevin Dynamics: Taming Convergence and Saddle Point Escape Time. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Gen …

Paper Group ANR 860

October 17, 2019

Successful Nash Equilibrium Agent for a 3-Player Imperfect-Information Game. Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection. Semantic See-Through Rendering on Light Fields. Non-local RoIs for Instance Segmentation. Nonlinear Collaborative Scheme for Deep Neural Networks. Design …

Paper Group ANR 892

October 17, 2019

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data. 3D Video Quality Assessment. Refacing: reconstructing anonymized facial features using GANs. Plug-In Stochastic Gradient Method. LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Contro …

Paper Group ANR 932

October 17, 2019

Left-Right Comparative Recurrent Model for Stereo Matching. Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction. Open Set Adversarial Examples. Cahn–Hilliard inpainting with the double obstacle potential. AUEB at BioASQ 6: Document and Snippet Retrieval. Attending Category Disentangled …

Paper Group ANR 959

October 17, 2019

Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks. Dense neural networks as sparse graphs and the lightning initialization. Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes. Deep Inferential Spatial-Temporal Network for Forecasting Air Pollution Concentrations. Component …

Paper Group ANR 960

October 17, 2019

Interpretable Intuitive Physics Model. Real-Time Stereo Vision for Road Surface 3-D Reconstruction. Robustness to fundamental uncertainty in AGI alignment. Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. Monocular Depth Estimation with Augmented Ordinal Depth Relationships. Learning to Caption Images through a Lifeti …

Paper Group ANR 1010

October 16, 2019

Real-time Road Traffic Information Detection Through Social Media. Examining the Tip of the Iceberg: A Data Set for Idiom Translation. Understanding the Importance of Single Directions via Representative Substitution. Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks. Automatic Language Identification for Romance La …

Paper Group ANR 1154

October 16, 2019

Gaussian-Constrained training for speaker verification. Coins and Logic. Reaching Data Confidentiality and Model Accountability on the CalTrain. DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. Language Model Supervision for Handwriting Recognition Model Adaptation. Harmonizable mixture kernels with variational Fourie …

Paper Group ANR 982

October 16, 2019

Features, Projections, and Representation Change for Generalized Planning. Distributed Self-Paced Learning in Alternating Direction Method of Multipliers. 3D-DETNet: a Single Stage Video-Based Vehicle Detector. Memory-augmented Dialogue Management for Task-oriented Dialogue Systems. Evaluating Merging Strategies for Sampling-based Uncertainty Techn …

Paper Group NANR 124

October 15, 2019

Introducing NIEUW: Novel Incentives and Workflows for Eliciting Linguistic Data. Categorizing Concepts With Basic Level for Vision-to-Language. HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN. The Price of Privacy for Low-rank Factorization. A Method for Human-Interpretable Paraphrasticality Prediction. Interoperable Annotation …