Trajectory Prediction

Paper Group ANR 801

January 28, 2020

The Ant Swarm Neuro-Evolution Procedure for Optimizing Recurrent Networks. Few-shot Adaptive Faster R-CNN. Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty. Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems. Improvin …

Paper Group ANR 842

January 28, 2020

Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns. End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. When is a Prediction Knowledge?. Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. Dissecting Non-Vacuous Gene …

Paper Group ANR 1086

January 27, 2020

VITAMIN-E: VIsual Tracking And MappINg with Extremely Dense Feature Points. Energy-Based Continuous Inverse Optimal Control. AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. Neural Network Based Parameter Estimation Method for the Pareto/NBD Model. Compressing GANs using Knowledge Distillation. …

Paper Group ANR 1087

January 27, 2020

Adversarial VC-dimension and Sample Complexity of Neural Networks. Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net. Quantum algorithm for finding the negative curvature direction in non-convex optimization. MDS-Net: A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation. Prospection: Interpretable …

Paper Group ANR 1121

January 27, 2020

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction. Crowd Counting on Images with Scale Variation and Isolated Clusters. Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper. SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images. Aug …

Paper Group ANR 1148

January 27, 2020

Shapelets for earthquake detection. A greedy constructive algorithm for the optimization of neural network architectures. Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation. ORC Layout: Adaptive GUI Layout with OR-Constraints. Rethinking Exposure Bias In Language Modeling. Mean Field Limit of the …

Paper Group ANR 1198

January 27, 2020

Google street view and deep learning: a new ground truthing approach for crop mapping. MFA is a Waste of Time! Understanding Negative Connotation Towards MFA Applications via User Generated Content. Matrix Completion With Selective Sampling. Structuring Autoencoders. Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjust …

Paper Group ANR 1414

January 26, 2020

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. Local Score Dependent Model Explanation for Time Dependent Covariates. Learning Pixel Representations for Generic Segmentation. Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping. Automated 3D recovery from very high r …

Paper Group ANR 1439

January 26, 2020

Patch redundancy in images: a statistical testing framework and some applications. Facial Landmark Correlation Analysis. A Unified Framework for Lifelong Learning in Deep Neural Networks. Optimistic Proximal Policy Optimization. Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation. BMVC 2019: Workshop on Inte …

Paper Group ANR 1440

January 26, 2020

Compressing Representations for Embedded Deep Learning. Incremental Learning of Motion Primitives for Pedestrian Trajectory Prediction at Intersections. DScribe: Library of Descriptors for Machine Learning in Materials Science. Adaptive Probabilistic Vehicle Trajectory Prediction Through Physically Feasible Bayesian Recurrent Neural Network. Harmon …

Paper Group ANR 1543

January 26, 2020

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …

Paper Group ANR 1691

January 25, 2020

Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators. Transfer Learning for Prosthetics Using Imitation Learning. CryptoNN: Training Neural Networks over Encrypted Data. Deep Metric Learning with Alternating Projections onto Feasible Sets. Nonstochastic Multiarmed Bandits with Unrestricted Delays. Recommendation as a Comm …

Paper Group ANR 1739

January 25, 2020

Unsupervised classification of acoustic emissions from catalogs and fault time-to-failure prediction. GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus. Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation …

Paper Group ANR 1740

January 25, 2020

End-to-end Anchored Speech Recognition. Social and Scene-Aware Trajectory Prediction in Crowded Spaces. Characterizing Distribution Equivalence for Cyclic and Acyclic Directed Graphs. Almost Tune-Free Variance Reduction. Robust Deep Networks with Randomized Tensor Regression Layers. Striking the Right Balance with Uncertainty. Sound source detectio …

Paper Group ANR 1741

January 25, 2020

Quality Assessment of DIBR-synthesized views: An Overview. L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization. Zooming into Face Forensics: A Pixel-level Analysis. Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations. Prediction of Highway Lane Ch …

Paper Group NANR 56

January 25, 2020

Learning to Learn with Conditional Class Dependencies. UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs. Exploring Social Bias in Chatbots using Stereotype Knowledge. QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation. Sentiment Analysis for Multilingual Corpora. Recursive Routi …

Paper Group NAWR 25

January 25, 2020

Partitioning Structure Learning for Segmented Linear Regression Trees. Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates. Approximate Feature Collisions in Neural Nets. A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd. Optimal Sparsity-Sensitive Bounds for Distributed Mean Estima …

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 …