Object Tracking

Paper Group ANR 111

Paper Group ANR 111

May 7, 2019

Daleel: Simplifying Cloud Instance Selection Using Machine Learning. SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth. Mining the Web for Pharmacovigilance: the Case Study of Duloxetine and Venlafaxine. Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series. Greedy bi-criteria …
Paper Group ANR 119

Paper Group ANR 119

May 7, 2019

Stochastic Gradient Descent in Continuous Time. A Sub-Quadratic Exact Medoid Algorithm. Matching models across abstraction levels with Gaussian Processes. Towards Label Imbalance in Multi-label Classification with Many Labels. Areas of Attention for Image Captioning. Multi-Class Multi-Object Tracking using Changing Point Detection. A Communication- …
Paper Group ANR 12

Paper Group ANR 12

May 7, 2019

Stochastic Backpropagation through Mixture Density Distributions. UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones. Recurrent Memory Addressing for describing videos. Multidimensional Binary Search for Contextual Decision-Making. A Recursive Born Approach to Nonlinear Inverse Scattering. Machine Lea …
Paper Group ANR 151

Paper Group ANR 151

May 7, 2019

Latest Datasets and Technologies Presented in the Workshop on Grasping and Manipulation Datasets. Partial Recovery Bounds for the Sparse Stochastic Block Model. Image segmentation of cross-country scenes captured in IR spectrum. Which techniques does your application use?: An information extraction framework for scientific articles. Noisy Activatio …
Paper Group ANR 153

Paper Group ANR 153

May 7, 2019

Revealing the Hidden Patterns of News Photos: Analysis of Millions of News Photos Using GDELT and Deep Learning-based Vision APIs. Sample Complexity of Automated Mechanism Design. On the performance of different mutation operators of a subpopulation-based genetic algorithm for multi-robot task allocation problems. Polynomial-time Tensor Decompositi …
Paper Group ANR 26

Paper Group ANR 26

May 7, 2019

Tracking System to Automate Data Collection of Microscopic Pedestrian Traffic Flow. A propagation matting method based on the Local Sampling and KNN Classification with adaptive feature space. Joint Sensing Matrix and Sparsifying Dictionary Optimization for Tensor Compressive Sensing. Machine Learning in Falls Prediction; A cognition-based predicto …
Paper Group ANR 41

Paper Group ANR 41

May 7, 2019

Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras. Approximate cross-validation formula for Bayesian linear regression. An Integrated Classification Model for Financial Data Mining. Simpler Context-Dependent Logical Forms via Model Projections. On Avoidance Learning with Partial Observability. Rectified Gaussian Scale Mixtures …
Paper Group ANR 49

Paper Group ANR 49

May 7, 2019

Adversarial Perturbations Against Deep Neural Networks for Malware Classification. Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research. Learning to SMILE(S). The Physical Systems Behind Optimization Algorithms. Extracting Formal Models from Normative Texts. Continuum directions for supervised dimension reduction. …
Paper Group ANR 85

Paper Group ANR 85

May 7, 2019

Learning to Recognize Objects by Retaining other Factors of Variation. Learning to Extract Motion from Videos in Convolutional Neural Networks. DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers. Optimal Rates for Multi-pass Stochastic Gradient Methods. FLAG n’ FLARE: Fast Linearly-Coupled Adaptive Gradient Methods. A …
Paper Group AWR 11

Paper Group AWR 11

May 7, 2019

Shallow and Deep Convolutional Networks for Saliency Prediction. Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. An Efficient Training Algorithm for Kernel Survival Support Vector Machines. Double Thompson Sampling for Dueling Bandits. Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. Causal Lear …
Paper Group AWR 13

Paper Group AWR 13

May 7, 2019

Coresets for Scalable Bayesian Logistic Regression. Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis. Hierarchical Character-Word Models for Language Identification. Detecting state of aggression in sentences using CNN. Steerable CNNs. Universal adversarial perturbations. Mastering 2048 with Delayed Temporal Cohe …
Paper Group AWR 51

Paper Group AWR 51

May 7, 2019

ROCS-Derived Features for Virtual Screening. Learning to Pivot with Adversarial Networks. Reinforcement Learning with Unsupervised Auxiliary Tasks. On the Potential of Simple Framewise Approaches to Piano Transcription. An Incremental Parser for Abstract Meaning Representation. Multi-way Monte Carlo Method for Linear Systems. TensorFlow: A system f …
Paper Group AWR 53

Paper Group AWR 53

May 7, 2019

Hierarchical Multiscale Recurrent Neural Networks. Generative Choreography using Deep Learning. High-Dimensional Metrics in R. Effective Quantization Methods for Recurrent Neural Networks. CrowdNet: A Deep Convolutional Network for Dense Crowd Counting. PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI. Grad-CAM: Why …
Paper Group AWR 58

Paper Group AWR 58

May 7, 2019

Fast $ε$-free Inference of Simulation Models with Bayesian Conditional Density Estimation. Commonly Uncommon: Semantic Sparsity in Situation Recognition. Does Multimodality Help Human and Machine for Translation and Image Captioning?. Exploring Structure for Long-Term Tracking of Multiple Objects in Sports Videos. Joint Detection and Identification …
Paper Group AWR 62

Paper Group AWR 62

May 7, 2019

Single-Image Depth Perception in the Wild. CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases. A deep language model for software code. The Grail theorem prover: Type theory for syntax and semantics. Hybrid Recommender System based on Autoencoders. Deep Exploration via Bootstrapped DQN. Parallelizing Stochastic Gradient D …
Paper Group AWR 63

Paper Group AWR 63

May 7, 2019

An Analysis of Deep Neural Network Models for Practical Applications. Column Networks for Collective Classification. Visualizing Large-scale and High-dimensional Data. Sentence Similarity Learning by Lexical Decomposition and Composition. MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition. A Convolutional Encoder Model for Neural …
Paper Group ANR 160

Paper Group ANR 160

May 6, 2019

Learning text representation using recurrent convolutional neural network with highway layers. Identifying individual facial expressions by deconstructing a neural network. Model-based Outdoor Performance Capture. Large Collection of Diverse Gene Set Search Queries Recapitulate Known Protein-Protein Interactions and Gene-Gene Functional Association …
Paper Group ANR 188

Paper Group ANR 188

May 6, 2019

Proactive Decision Support using Automated Planning. Responses to Critiques on Machine Learning of Criminality Perceptions (Addendum of arXiv:1611.04135). Characterization of neighborhood behaviours in a multi-neighborhood local search algorithm. Optimal Rates of Statistical Seriation. Full Flow: Optical Flow Estimation By Global Optimization over …
Paper Group ANR 189

Paper Group ANR 189

May 6, 2019

Object Recognition and Identification Using ESM Data. N-ary Error Correcting Coding Scheme. 3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers. Blind Analysis of CT Image Noise Using Residual Denoised Images. Parsimonious Online Learning with Kernels via Sparse Projections in Function Space. Incorporation of Speech Du …
Paper Group ANR 229

Paper Group ANR 229

May 6, 2019

Unified View of Matrix Completion under General Structural Constraints. Automatic Face Reenactment. Deep Supervised Hashing with Triplet Labels. Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning. Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets. Detecting Dominant Vanishing P …
Paper Group ANR 236

Paper Group ANR 236

May 6, 2019

Learnable Visual Markers. Symmetric Non-Rigid Structure from Motion for Category-Specific Object Structure Estimation. Multi-task CNN Model for Attribute Prediction. RISAS: A Novel Rotation, Illumination, Scale Invariant Appearance and Shape Feature. Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Ne …
Paper Group ANR 264

Paper Group ANR 264

May 6, 2019

Local Minimax Complexity of Stochastic Convex Optimization. Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout. Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey. Hybrid CPU-GPU Framework for Network Motifs. Optimal Binary Autoencoding with Pairwise Correlations. Multi-task an …
Paper Group ANR 289

Paper Group ANR 289

May 6, 2019

Completely random measures for modeling power laws in sparse graphs. Resolution- and throughput-enhanced spectroscopy using high-throughput computational slit. Question Answering via Integer Programming over Semi-Structured Knowledge. Robust end-to-end deep audiovisual speech recognition. Deep Transfer Learning with Joint Adaptation Networks. Fast …
Paper Group ANR 304

Paper Group ANR 304

May 6, 2019

Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures. Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. Attentive Explanations: Justifying Decisions and Pointing to the Evidence. Training a Hidden Markov Model with a Bayesian Spiking Neural Network. S …
Paper Group ANR 325

Paper Group ANR 325

May 6, 2019

Robust and Sparse Regression via $γ$-divergence. Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures. Improving Fully Convolution Network for Semantic Segmentation. RGB-D-based Action Recognition Datasets: A Survey. Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach. A Perspective on Sentim …
Paper Group ANR 326

Paper Group ANR 326

May 6, 2019

Semi-supervised Zero-Shot Learning by a Clustering-based Approach. Generative Image Modeling using Style and Structure Adversarial Networks. Variational Lossy Autoencoder. Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation. Temporally Robust Global Motion Compensation by Keypoint-based Congealing. Extr …
Paper Group ANR 332

Paper Group ANR 332

May 6, 2019

Exploiting Cyclic Symmetry in Convolutional Neural Networks. Computational Narrative Intelligence: A Human-Centered Goal for Artificial Intelligence. Optimizing positional scoring rules for rank aggregation. Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN). Challenges of Feature Selection for Big Data Analytics. Exa …
Paper Group ANR 357

Paper Group ANR 357

May 6, 2019

On Duality Of Multiple Target Tracking and Segmentation. A Theoretical Study of The Relationship Between Whole An ELM Network and Its Subnetworks. Research Priorities for Robust and Beneficial Artificial Intelligence. Balancing Appearance and Context in Sketch Interpretation. An Approximation Approach for Solving the Subpath Planning Problem. Learn …