Stereo Matching

Paper Group AWR 177

February 1, 2020

Embedding and learning with signatures. Modelling conditional probabilities with Riemann-Theta Boltzmann Machines. Machine Learning Prediction of Accurate Atomization Energies of Organic Molecules from Low-Fidelity Quantum Chemical Calculations. A Data Set of Internet Claims and Comparison of their Sentiments with Credibility. deepsing: Generating …

Paper Group AWR 182

February 1, 2020

Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning. Kernel Mean Matching for Content Addressability of GANs. The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development. RPBA – Robust Parallel Bundle Adjustment Based on Covariance Information. Precise Synthetic Image and LiDAR (PreSIL) Datase …

Paper Group AWR 200

February 1, 2020

Habitat: A Platform for Embodied AI Research. Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification. Deep Learning Recommendation Model for Personalization and Recommendation Systems. Multi-Agent Image Classification via Reinforcement Learning. What Makes A Good Story? Designing Composite Rewards for Visu …

Paper Group AWR 225

February 1, 2020

CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning. Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. GA-Net: Guided Aggregation Net for End-to-end Stereo Matching. Image Re …

Paper Group AWR 237

February 1, 2020

Star-Transformer. Estimating Solar Irradiance Using Sky Imagers. Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search. Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach. Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation. Joint Learning of Saliency Detecti …

Paper Group AWR 315

February 1, 2020

Do ImageNet Classifiers Generalize to ImageNet?. Learning Guided Convolutional Network for Depth Completion. Unsupervised Depth Completion from Visual Inertial Odometry. A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization. Progressive Feature Polishing Network for Salient Object Detection. CosRec: 2D Convolutional Neural …

Paper Group AWR 354

February 1, 2020

Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs. Predicting Merge Conflicts in Collaborative Software Development. Interpretable multiclass classification by MDL-based rule lists. MultiFiT: Efficient Multi-lingual Language Model Fine-tuning. Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification. Deep Archet …

Paper Group AWR 85

February 1, 2020

Synthetic dataset generation for object-to-model deep learning in industrial applications. OpenCL-based FPGA accelerator for disparity map generation with stereoscopic event cameras. Stochastic Gradient MCMC for Nonlinear State Space Models. Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Co …

Paper Group ANR 31

January 31, 2020

Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering. Fine-Grained Spoiler Detection from Large-Scale Review Corpora. Almost Sure Asymptotic Freeness of Neural Network Jacobian with Orthogonal Weights. Multi-Spectral Visual Odometry without Explicit Stereo Matching. If MaxEnt RL is the Answer, What is the Question?. Kinematic Syn …

Paper Group AWR 413

January 31, 2020

Rep the Set: Neural Networks for Learning Set Representations. Efficient Learning on Point Clouds with Basis Point Sets. Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. Model structures and fitting criteria for system identification with neural networks. DeepPruner: Learning Efficient Stereo Matching via Diffe …

Paper Group AWR 422

January 31, 2020

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks. Exploiting temporal context for 3D human pose estimation in the wild. Visual Relationship Detection with Language prior and Softmax. ConvPoint: Continuous Convolutions for Point Cloud Processing. Automated Classification of Histopathology Images Using Tran …

Paper Group AWR 454

January 31, 2020

GRIP: Graph-based Interaction-aware Trajectory Prediction. Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model. Flow-Motion and Depth Network for Monocular Stereo and Beyond. Meta-learnt priors slow down catastrophic forgetting in neural networks. Indoor Depth Completion with Boundary Consistency and Self-Attention. Omni …

Paper Group ANR 409

January 30, 2020

Analysis Of Momentum Methods. A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. High-dimensional semi-supervised learning: in search for optimal inference of the mean. Quality analysis of DCGAN-generated mammography lesions. Learning Str …

Paper Group ANR 412

January 30, 2020

Using Dimensionality Reduction to Optimize t-SNE. Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs. Uncertainty-based graph convolutional networks for organ segmentation refinement. Word embeddings for idiolect identification. CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Constructio …

Paper Group ANR 415

January 30, 2020

Unsupervised Image Matching and Object Discovery as Optimization. gradSLAM: Dense SLAM meets Automatic Differentiation. Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. Approximation of Reeb spaces with Mappers and Applications to Stochastic Filters. CNN-based Cost Volume Analysis as Confidence Measure for …

Paper Group ANR 458

January 30, 2020

Using Videos to Evaluate Image Model Robustness. Sub-pixel matching method for low-resolution thermal stereo images. Neural Architecture based on Fuzzy Perceptual Representation For Online Multilingual Handwriting Recognition. A Collaborative Framework for High-Definition Mapping. Separating Argument Structure from Logical Structure in AMR. Taking …

Paper Group ANR 587

January 29, 2020

End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification. IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching. SketchZooms: Deep multi-view descri …

Paper Group ANR 591

January 29, 2020

Jointly Aligning and Predicting Continuous Emotion Annotations. Spatio-Semantic ConvNet-Based Visual Place Recognition. Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks. Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform. Sentiment Dynamics in Social Media News C …

Paper Group ANR 713

January 29, 2020

Factorized Multimodal Transformer for Multimodal Sequential Learning. Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery. TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning. ExperienceThinking: Hyperparameter Optimization with Budget …

Paper Group ANR 791

January 28, 2020

On Physical Adversarial Patches for Object Detection. MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery. Author Profiling for Hate Speech Detection. DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections. Distributed Metropolis Sampler with Optimal Parallelism. Trouble on the Horizon: F …

Paper Group ANR 919

January 28, 2020

Local Area Transform for Cross-Modality Correspondence Matching and Deep Scene Recognition. Simultaneous Neural Machine Translation using Connectionist Temporal Classification. Neural Machine Translation with Explicit Phrase Alignment. Precipitation Nowcasting with Satellite Imagery. Chinese Street View Text: Large-scale Chinese Text Reading with P …

Paper Group ANR 1073

January 27, 2020

AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. Toward Automated Quest Generation in Text-Adventure Games. PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation. Real-Time Dense Stereo Embedded in A UAV for Road Inspection. A fast multi-object tracking system using an object detector ensemble. SDC - Stacked Dilated Conv …

Paper Group ANR 1088

January 27, 2020

Convergence Rates of Gradient Descent and MM Algorithms for Generalized Bradley-Terry Models. Geodesic Distance Estimation with Spherelets. Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. Differentiable Algorithm Networks for Composable Robot Learning. Universal Transforming Geometric Network. Rel …

Paper Group ANR 1122

January 27, 2020

Software Engineering Practices for Machine Learning. Towards Making the Most of BERT in Neural Machine Translation. Asymmetric GAN for Unpaired Image-to-image Translation. Improving a Quality of 3D Object Detection by Spatial Transformation Mechanism. Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks. Object-Cent …

Paper Group ANR 1149

January 27, 2020

On Boosting Semantic Street Scene Segmentation with Weak Supervision. Intra-clip Aggregation for Video Person Re-identification. Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence. Multi-Scale Body-Part Mask Guided Attention for Person Re-identification. Person Re-identification with Metric Learning using Privileged Informa …

Paper Group ANR 1160

January 27, 2020

Exploring Stereovision-Based 3-D Scene Reconstruction for Augmented Reality. Challenging the Boundaries of Speech Recognition: The MALACH Corpus. A New CGAN Technique for Constrained Topology Design Optimization. MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples. Remote Heart Rate Measurement from Highly Co …

Paper Group ANR 1213

January 27, 2020

Efficient EM-Variational Inference for Hawkes Process. Expressive mechanisms for equitable rent division on a budget. Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability. What’s in the box? Explaining the black-box model through an evaluation of its interpretable features. Nucleus Neural Network: A Data-driven S …

Paper Group ANR 1300

January 27, 2020

G-TAD: Sub-Graph Localization for Temporal Action Detection. A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. A Co-analysis Framework for Exploring Multivariate Scientific Data. Topological Navigation Graph. Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters. An End-to-End Solution for Effec …