Visual Tracking

Paper Group AWR 132

October 21, 2019

PHD-GIFs: Personalized Highlight Detection for Automatic GIF Creation. Boosting in Image Quality Assessment. DSFD: Dual Shot Face Detector. A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment. ATOM: Accurate Tracking by Overlap Maximization. Online Abstraction with MDP Homomorphisms for Deep Learn …

Paper Group AWR 155

October 21, 2019

Pros and Cons of GAN Evaluation Measures. Distributed linear regression by averaging. Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain. A Simple Recurrent Unit with Reduced Tensor Product Representations. Regularization Learning Networks: Deep Learning for Tabular Datasets. Canoni …

Paper Group AWR 29

October 21, 2019

Changing the Image Memorability: From Basic Photo Editing to GANs. Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking. Learning image-to-image translation using paired and unpaired training samples. Transport-Based Pattern Theory: A Signal Transformation Approach. Chinese Lexical Analysis with Deep Bi-GRU-CRF Network. DynamicGE …

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 71

October 21, 2019

Scaling Gaussian Process Regression with Derivatives. Where are we now? A large benchmark study of recent symbolic regression methods. Fast Randomized PCA for Sparse Data. Evading classifiers in discrete domains with provable optimality guarantees. Parser Extraction of Triples in Unstructured Text. Beyond Word Importance: Contextual Decomposition t …

Paper Group AWR 82

October 21, 2019

RLgraph: Modular Computation Graphs for Deep Reinforcement Learning. Deep Learning for Classical Japanese Literature. Fast Online Object Tracking and Segmentation: A Unifying Approach. Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. NetGAN: Generating Graphs via Random Walks. Pre-training with …

Paper Group AWR 91

October 21, 2019

Fast Multiple Landmark Localisation Using a Patch-based Iterative Network. Automatic topography of high-dimensional data sets by non-parametric Density Peak clustering. Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. Relational Autoencoder for Feature Extraction. Averaging Weights Leads to Wider Optima and Better G …

Paper Group ANR 16

October 20, 2019

All You Need is “Love”: Evading Hate-speech Detection. Collective behavior recognition using compact descriptors. Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples. Two “correlation games” for a nonlinear network with Hebbian excitatory neurons and anti-Hebbian inhibitory neurons. Examining a hate speech corpus for hate s …

Paper Group ANR 49

October 20, 2019

Self-Contained Stylization via Steganography for Reverse and Serial Style Transfer. Learning Multi-Layer Transform Models. Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. The UN Parallel Corpus Annotated for Translation Direction. Learning without Memorizing. Learning Sound Events From …

Paper Group ANR 53

October 20, 2019

A Computational Model of Commonsense Moral Decision Making. CoBaR: Confidence-Based Recommender. A General Dichotomy of Evolutionary Algorithms on Monotone Functions. Predicting Group Cohesiveness in Images. A Sparse Coding Multi-Scale Precise-Timing Machine Learning Algorithm for Neuromorphic Event-Based Sensors. ABMOF: A Novel Optical Flow Algori …

Paper Group ANR 7

October 20, 2019

Reducing over-clustering via the powered Chinese restaurant process. Deep Learning based Pedestrian Detection at Distance in Smart Cities. Overabundant Information and Learning Traps. An FPGA-Accelerated Design for Deep Learning Pedestrian Detection in Self-Driving Vehicles. On the Algebra in Boole’s Laws of Thought. Blazingly Fast Video Object Seg …

Paper Group AWR 184

October 20, 2019

Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification. Sequence-Aware Recommender Systems. Single-View Place Recognition under Seasonal Changes. SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks. TallyQA: Answering Complex Counting Questions. 3DFeat-Net: Weakly Supervised Local 3D Features for Po …

Paper Group AWR 185

October 20, 2019

Classifying Online Dating Profiles on Tinder using FaceNet Facial Embeddings. Defining Locality for Surrogates in Post-hoc Interpretablity. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms. DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Colo …

Paper Group AWR 259

October 20, 2019

Tunability: Importance of Hyperparameters of Machine Learning Algorithms. Sparse Pursuit and Dictionary Learning for Blind Source Separation in Polyphonic Music Recordings. The Devil of Face Recognition is in the Noise. Quantifying the dynamics of topical fluctuations in language. Learning to Embed Sentences Using Attentive Recursive Trees. A Surve …

Paper Group AWR 297

October 20, 2019

Structured Control Nets for Deep Reinforcement Learning. Variational Bayesian Weighted Complex Network Reconstruction. TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning. RMDL: Random Multimodel Deep Learning for Classification. Multiview Supervision By Registration. Learning Dynamic Memory Networks for Object …

Paper Group AWR 310

October 20, 2019

Distractor-aware Siamese Networks for Visual Object Tracking. DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback. A multi-contrast MRI approach to thalamus segmentation. Evolving simple programs for playing Atari games. Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. Fictitious GAN: Training GANs …

Paper Group ANR 159

October 19, 2019

Generalized Scene Reconstruction. Taskonomy: Disentangling Task Transfer Learning. A Dynamic Model for Traffic Flow Prediction Using Improved DRN. SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. Cardinality Leap for Open-Ended Evolution: Theoretical Consideration and Demonstration by “Hash Chemistry”. GAPLE: Ge …

Paper Group ANR 335

October 19, 2019

Saliency-Enhanced Robust Visual Tracking. Modelling local phase of images and textures with applications in phase denoising and phase retrieval. The Training of Neuromodels for Machine Comprehension of Text. Brain2Text Algorithm. Effective Occlusion Handling for Fast Correlation Filter-based Trackers. Dual Conditional Cross-Entropy Filtering of Noi …

Paper Group ANR 366

October 19, 2019

Stock Chart Pattern recognition with Deep Learning. Sleep Arousal Detection from Polysomnography using the Scattering Transform and Recurrent Neural Networks. Learning to Search via Retrospective Imitation. Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. Measurement-based ada …

Paper Group ANR 367

October 19, 2019

Robust Structured Multi-task Multi-view Sparse Tracking. Single Bitmap Block Truncation Coding of Color Images Using Hill Climbing Algorithm. Learning to track on-the-fly using a particle filter with annealed- weighted QPSO modeled after a singular Dirac delta potential. Analysis of Multilingual Sequence-to-Sequence speech recognition systems. Pred …

Paper Group ANR 408

October 19, 2019

Text to Image Synthesis Using Generative Adversarial Networks. L2-Nonexpansive Neural Networks. Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. Treating Keywords as Outliers: A Keyphrase Extraction Approach. Gradient Descent Provably Optimizes Over-parameteri …

Paper Group ANR 451

October 18, 2019

Automated essay scoring with string kernels and word embeddings. Predicting Effective Control Parameters for Differential Evolution using Cluster Analysis of Objective Function Features. The algorithm of the impulse noise filtration in images based on an algorithm of community detection in graphs. Pre-training Graph Neural Networks with Kernels. Fe …

Paper Group ANR 576

October 18, 2019

Agents and Devices: A Relative Definition of Agency. Periocular Recognition Using CNN Features Off-the-Shelf. Deep Neural Network for Analysis of DNA Methylation Data. Runtime Analysis for Self-adaptive Mutation Rates. Learned Neural Iterative Decoding for Lossy Image Compression Systems. Now you see me: evaluating performance in long-term visual t …

Paper Group ANR 577

October 18, 2019

Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps. Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling. Geared Rotationally Identical and Invariant Convolutional Neural Network Systems. Data Driven Chiller Plant Energy Optimization with Domain Knowledge. A Theo …

Paper Group ANR 634

October 18, 2019

Constraint-Based Visual Generation. Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking. Crowdsourcing Lung Nodules Detection and Annotation. Depth-Adaptive Computational Policies for Efficient Visual Tracking. Best arm identification in multi-armed bandits wi …

Paper Group ANR 635

October 18, 2019

SocialML: machine learning for social media video creators. Rotational 3D Texture Classification Using Group Equivariant CNNs. An Efficient Data Retrieval Parallel Reeb Graph Algorithm. Tight Bayesian Ambiguity Sets for Robust MDPs. ABC Samplers. Active Learning for Deep Object Detection. Semantic bottleneck for computer vision tasks. Multi-layer R …

Paper Group ANR 683

October 17, 2019

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. Combining Learned Lyrical Structures and Vocabulary for Improved Lyric Generation. Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images. Adaptive View Planning for Aerial 3D Reconstruction. Beliefs in Decision-Maki …

Paper Group ANR 695

October 17, 2019

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages. Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation. Discriminative Learning of Similarity and Group Equi …