Object Tracking

Paper Group ANR 16

Paper Group ANR 16

April 3, 2020

ProGraML: Graph-based Deep Learning for Program Optimization and Analysis. Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness. Dense Dilated Convolutions Merging Network for Land Cover Classification. On Expansion and Contraction of DL-Lite Knowledge Bases. Exploratory Machine Learning with Unknown Unknowns. Dynamic Divide-a …
Paper Group ANR 66

Paper Group ANR 66

April 3, 2020

Toward Automated Virtual Assembly for Prefabricated Construction: Construction Sequencing through Simulated BIM. LowResourceEval-2019: a shared task on morphological analysis for low-resource languages. Decidability of cutpoint isolation for letter-monotonic probabilistic finite automata. Curriculum Audiovisual Learning. Learning Navigation Costs f …
Paper Group ANR 7

Paper Group ANR 7

April 3, 2020

3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images. Fast and robust multiplane single molecule localization microscopy using deep neural network. MPM: Joint Representation of Motion and Position Map for Cell Tracking. The Pragmatic Turn in Explainable Artificial Intelligence (XAI). Confidence Scores Make Instance-dependent Label-noi …
Paper Group AWR 16

Paper Group AWR 16

April 3, 2020

A Deep Learning Approach for the Computation of Curvature in the Level-Set Method. Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog. Probabilistic 3D Multi-Object Tracking for Autonomous Driving. Interpretable Rumor Detection in Microblogs by Attending to User Interactions. Multi-task self-supervised le …
Paper Group AWR 17

Paper Group AWR 17

April 3, 2020

Variational Wasserstein Barycenters for Geometric Clustering. MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection. PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation. Building a COVID-19 Vulnerability Index. End-to-End Fast Training of Communication …
Paper Group AWR 34

Paper Group AWR 34

April 3, 2020

Fast is better than free: Revisiting adversarial training. Blurry Video Frame Interpolation. CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description. Boosting Adversarial Training with Hypersphere Embedding. Collaborative Motion Prediction via Neural Motion Message Passing …
Paper Group AWR 47

Paper Group AWR 47

April 3, 2020

Margin Maximization as Lossless Maximal Compression. Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging. Ensembles of Many Diverse Weak Defenses can be Strong: Defending Deep Neural Networks Against Adversarial Attacks. Learning from Positive and Unlabeled Data with Arbitrary Positive Shift. Global Context-Aware Progressive Aggre …
Paper Group AWR 48

Paper Group AWR 48

April 3, 2020

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata. Reduced Dilation-Erosion Perceptron for Binary Classification. Learning State Abstractions for Transfer in Continuous Control. Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI C …
Paper Group AWR 5

Paper Group AWR 5

April 3, 2020

Gryffin: An algorithm for Bayesian optimization for categorical variables informed by physical intuition with applications to chemistry. Training Binary Neural Networks with Real-to-Binary Convolutions. ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting. TACO: Trash Annotations in …
Paper Group AWR 81

Paper Group AWR 81

April 3, 2020

Joint 3D Tracking and Forecasting with Graph Neural Network and Diversity Sampling …
Paper Group ANR 103

Paper Group ANR 103

April 2, 2020

Input Dropout for Spatially Aligned Modalities. On- Device Information Extraction from Screenshots in form of tags. Generating Representative Headlines for News Stories. DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. Dissipative SymODEN: Encoding Hamiltonian Dynamics with Dissipation and Control into Deep Learning. A Compr …
Paper Group ANR 112

Paper Group ANR 112

April 2, 2020

WISDoM: a framework for the Analysis of Wishart distributed matrices. Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection. Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN. Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems. Face Attribute Invertion. A Nu …
Paper Group ANR 113

Paper Group ANR 113

April 2, 2020

Generalized Bayesian Filtering via Sequential Monte Carlo. Robust Wireless Fingerprinting: Generalizing Across Space and Time. On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm. Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. Rapidly Adaptable Legged Robots via Evolutio …
Paper Group ANR 151

Paper Group ANR 151

April 2, 2020

Methods of Adaptive Signal Processing on Graphs Using Vertex-Time Autoregressive Models. Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts. BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels. Creating High Resolution Images with a Latent Adversarial Generator. Zero-shot and few-shot time s …
Paper Group ANR 175

Paper Group ANR 175

April 2, 2020

Multilingual Alignment of Contextual Word Representations. Spatio-Temporal Graph for Video Captioning with Knowledge Distillation. Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building. Spatio-Temporal Ranked-Attention Networks for Video Captioning. LSCP: Enhanced Large Scale Colloquial Persian Language Understanding. Ro …
Paper Group ANR 209

Paper Group ANR 209

April 2, 2020

Online and Real-time Object Tracking Algorithm with Extremely Small Matrices. Fast Lower and Upper Estimates for the Price of Constrained Multiple Exercise American Options by Single Pass Lookahead Search and Nearest-Neighbor Martingale. DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval. Applying r-spatiogram in obj …
Paper Group ANR 246

Paper Group ANR 246

April 2, 2020

RetinaTrack: Online Single Stage Joint Detection and Tracking. Loss-annealed GAIL for sample efficient and stable Imitation Learning. Large-scale benchmark study of survival prediction methods using multi-omics data. Learning and Testing Variable Partitions. Rényi Entropy Bounds on the Active Learning Cost-Performance Tradeoff. Sequential Transfer …
Paper Group ANR 310

Paper Group ANR 310

April 2, 2020

Amharic Abstractive Text Summarization. Intweetive Text Summarization. Zero-Assignment Constraint for Graph Matching with Outliers. CAT: Customized Adversarial Training for Improved Robustness. High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification. Fast and Robust Comparison of Probability Measures in …
Paper Group ANR 333

Paper Group ANR 333

April 2, 2020

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering. Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning. Dual Graph Representation Learning. Know Your Surroundings: Exploiting Scene Information for …
Paper Group ANR 334

Paper Group ANR 334

April 2, 2020

A General Pairwise Comparison Model for Extremely Sparse Networks. Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization. Domain-aware Visual Bias Eliminating for Generalized Zero-Shot Learning. The Pedestrian Patterns Dataset. PSC-Net: Learning Part Spatial Co-occurrence for Occluded Pedestrian Detection. Enhancement of Sh …
Paper Group ANR 345

Paper Group ANR 345

April 2, 2020

Detecting Mismatch between Text Script and Voice-over Using Utterance Verification Based on Phoneme Recognition Ranking. A review of machine learning applications in wildfire science and management. Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach. Bayesian nonparametric shared multi-sequence time series segme …
Paper Group ANR 378

Paper Group ANR 378

April 2, 2020

Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables. Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images. Sparse Sinkhorn Attention. Iterative Pre-Conditioning to Expedite the Gradient-Descent Method. Revisiting EXTRA for Smooth Distributed Optimization. CheXclusion: Fairness gaps in deep chest …
Paper Group ANR 379

Paper Group ANR 379

April 2, 2020

Combining 3D Model Contour Energy and Keypoints for Object Tracking. Pose-Assisted Multi-Camera Collaboration for Active Object Tracking. GAN Compression: Efficient Architectures for Interactive Conditional GANs. Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks. Conditional Variational …
Paper Group ANR 380

Paper Group ANR 380

April 2, 2020

Learning Object Scale With Click Supervision for Object Detection. Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method. Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning. A Novel Hybrid GWO with WOA for Global Numerical Optimization and Solving Pressure Vessel Design. CAKES: Channel-wise Au …
Paper Group ANR 386

Paper Group ANR 386

April 2, 2020

End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking. Detecting Pancreatic Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble. Landmark2Vec: An Unsupervised Neural Network-Based Landmark Positioning Method. Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Netwo …
Paper Group ANR 399

Paper Group ANR 399

April 1, 2020

Quantum Machine Learning Algorithm for Knowledge Graphs. Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout. Proficiency Aware Multi-Agent Actor-Critic for Mixed Aerial and Ground Robot Teaming. Training for Speech Recognition on Coprocessors. Towards Deep Unsupervised SAR Despeckling with Blind-Spot Conv …
Paper Group ANR 428

Paper Group ANR 428

April 1, 2020

Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method. Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning. Improving Interaction Quality Estimation with BiLSTMs and the Impact on Dialogue Policy Learning. Local Rotation Invariance in 3D CNNs. On-the-fly Prediction …
Paper Group ANR 431

Paper Group ANR 431

April 1, 2020

Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models. “Other-Play” for Zero-Shot Coordination. Visual-Inertial Telepresence for Aerial Manipulation. Camera-Based Adaptive Trajectory Guidance via Neural Networks. A Comprehensive Survey on the Ambulance Routing and Location Problems. Automatic detection and counting of reti …