Person Re-Identification

Paper Group AWR 10

Paper Group AWR 10

October 21, 2019

BCWS: Bilingual Contextual Word Similarity. Logit Pairing Methods Can Fool Gradient-Based Attacks. Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction. A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. A Minimax Surrogate Loss Approach to Conditional Difference Estimation. Harmonio …
Paper Group AWR 104

Paper Group AWR 104

October 21, 2019

Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. Gradient target propagation. Deep End-to-end Fingerprint Denoising and Inpainting. Occupancy Networks: Learning 3D Reconstruction in Function Space. EANet: Enhancing …
Paper Group AWR 114

Paper Group AWR 114

October 21, 2019

Neural Wavetable: a playable wavetable synthesizer using neural networks. Complementary-Label Learning for Arbitrary Losses and Models. Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark. Dimensionality’s Blessing: Clustering Images by Underlying Distribution. Learning Semantic Sentence Embeddings using Sequential Pa …
Paper Group AWR 133

Paper Group AWR 133

October 21, 2019

Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification. The Geometry of Culture: Analyzing Meaning through Word Embeddings. Video-based Person Re-identification Using Spatial-Temporal Attention Networks. A Tree-based Decoder for Neural Machine Translation. Constituent Parsing as Sequence Labeling. Taking A …
Paper Group AWR 136

Paper Group AWR 136

October 21, 2019

Compressing physical properties of atomic species for improving predictive chemistry. Data-efficient Neuroevolution with Kernel-Based Surrogate Models. RoadTracer: Automatic Extraction of Road Networks from Aerial Images. Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or Female. Detail-Preserving Pooling in Deep Networks. …
Paper Group AWR 14

Paper Group AWR 14

October 21, 2019

Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. A Fusion Approach for Multi-Frame Optical Flow Estimation. SpotTune: Transfer Learning through Adaptive Fine-tuning. Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. Counterfactually Fair Prediction U …
Paper Group AWR 143

Paper Group AWR 143

October 21, 2019

D3D: Distilled 3D Networks for Video Action Recognition. DUGMA: Dynamic Uncertainty-Based Gaussian Mixture Alignment. Detecting Offensive Language in Tweets Using Deep Learning. Adversarial Perturbations Against Real-Time Video Classification Systems. Modeling Mistrust in End-of-Life Care. GraphVAE: Towards Generation of Small Graphs Using Variatio …
Paper Group AWR 147

Paper Group AWR 147

October 21, 2019

Document Informed Neural Autoregressive Topic Models. Pose-Driven Deep Models for Person Re-Identification. Recursive Visual Attention in Visual Dialog. Spatial Deep Learning for Wireless Scheduling. Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. ODSQA: Open-domain Spoken Question Answering Dataset. Variational Le …
Paper Group AWR 153

Paper Group AWR 153

October 21, 2019

Deep Recurrent Survival Analysis. SqueezeNext: Hardware-Aware Neural Network Design. Taking a Deeper Look at the Inverse Compositional Algorithm. Deep-Net: Deep Neural Network for Cyber Security Use Cases. PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud. Spatial-Temporal Person Re-identification. Learning-based Model Predict …
Paper Group AWR 154

Paper Group AWR 154

October 21, 2019

Visual Interpretability for Deep Learning: a Survey. Multi-Stream Dynamic Video Summarization. Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF). Backprop Evolution. Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep …
Paper Group AWR 3

Paper Group AWR 3

October 21, 2019

Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model. Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification. Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation. LSCP: Locally S …
Paper Group AWR 81

Paper Group AWR 81

October 21, 2019

Noise2Noise: Learning Image Restoration without Clean Data. Semi-Supervised Sequence Modeling with Cross-View Training. GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding. Learning Deep Features for One-Class Classification. The Limitations of Cross-language Word Embeddings Evaluation. Markov Game Modeling …
Paper Group AWR 9

Paper Group AWR 9

October 21, 2019

Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities. Insect cyborgs: Bio-mimetic feature generators improve machine learning accuracy on limited data. Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes. Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur …
Paper Group ANR 100

Paper Group ANR 100

October 20, 2019

Efficient Large-Scale Domain Classification with Personalized Attention. Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. Characterizing and Avoiding Negative Transfer. Analysis of Noisy Evolutionary Optimization When Sampling Fails. Right for the Right Reason: Training Agnostic Networks. As …
Paper Group ANR 19

Paper Group ANR 19

October 20, 2019

Fusarium Damaged Kernels Detection Using Transfer Learning on Deep Neural Network Architecture. Motivating the Rules of the Game for Adversarial Example Research. Adversarial vulnerability for any classifier. Representation Learning for Spatial Graphs. On Bi-Objective convex-quadratic problems. Multi-Task Learning with Incomplete Data for Healthcar …
Paper Group ANR 25

Paper Group ANR 25

October 20, 2019

Search-Guided, Lightly-supervised Training of Structured Prediction Energy Networks. Near-Optimal Coresets of Kernel Density Estimates. Prioritized Multi-View Stereo Depth Map Generation Using Confidence Prediction. Context-Aware Synthesis and Placement of Object Instances. Adversarial Examples in Remote Sensing. Hyper-Hue and EMAP on Hyperspectral …
Paper Group ANR 28

Paper Group ANR 28

October 20, 2019

Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor. Sharp Analysis of Learning with Discrete Losses. Algebraic Expression of Subjective Spatial and Temporal Patterns. The Enemy Among Us: Detecting Hate Speech with Threats Based ‘Othering’ Language Embeddings. Advanced Methods for the Optical Quality Assurance of Silico …
Paper Group ANR 32

Paper Group ANR 32

October 20, 2019

Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders. Interactive Binary Image Segmentation with Edge Preservation. Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images. Understanding and Improving Deep Neural Network for Activity Recognition. Homogeneous Feature Transfe …
Paper Group ANR 37

Paper Group ANR 37

October 20, 2019

Convex Class Model on Symmetric Positive Definite Manifolds. Don’t Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation. Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging. Towards the Targeted Environment-Specific Evolution of Robot Components. Sample Dropout for Audio Sc …
Paper Group ANR 4

Paper Group ANR 4

October 20, 2019

Gaussian mixture models with Wasserstein distance. The Globally Optimal Reparameterization Algorithm: an Alternative to Fast Dynamic Time Warping for Action Recognition in Video Sequences. Coarse-to-fine: A RNN-based hierarchical attention model for vehicle re-identification. DxNAT - Deep Neural Networks for Explaining Non-Recurring Traffic Congest …
Paper Group ANR 40

Paper Group ANR 40

October 20, 2019

Automated Bridge Component Recognition using Video Data. On the Generation of Medical Question-Answer Pairs. Deep learning for word-level handwritten Indic script identification. Gaussian Process Landmarking on Manifolds. Person Search via A Mask-Guided Two-Stream CNN Model. From Thumbnails to Summaries - A single Deep Neural Network to Rule Them A …
Paper Group ANR 43

Paper Group ANR 43

October 20, 2019

Multi-Scale DenseNet-Based Electricity Theft Detection. Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks. Facial Attributes: Accuracy and Adversarial Robustness. PIRC Net : Using Proposal Indexing, Relationships and Context for Phrase Grounding. Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Nul …
Paper Group ANR 78

Paper Group ANR 78

October 20, 2019

Higher-order Graph Convolutional Networks. Unsupervised learning of foreground object detection. Online learning with kernel losses. Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification. Computational Graph Approach for Detection of Composite Human Activities. AAD: Adaptive Anomaly De …
Paper Group ANR 82

Paper Group ANR 82

October 20, 2019

Probabilistic Blocking with An Application to the Syrian Conflict. Domain transfer convolutional attribute embedding. On-Orbit Smart Camera System to Observe Illuminated and Unilluminated Space Objects. Discriminative Feature Learning with Foreground Attention for Person Re-Identification. OWLAx: A Protege Plugin to Support Ontology Axiomatization …
Paper Group ANR 91

Paper Group ANR 91

October 20, 2019

The Influence of Down-Sampling Strategies on SVD Word Embedding Stability. Scale-invariant Feature Extraction of Neural Network and Renormalization Group Flow. An analysis of training and generalization errors in shallow and deep networks. Deep Reinforcement Learning to Acquire Navigation Skills for Wheel-Legged Robots in Complex Environments. Inte …
Paper Group ANR 94

Paper Group ANR 94

October 20, 2019

Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. Transfer Learning for Estimating Causal Effects using Neural Networks. Adversarial Binary Coding for Efficient Person Re-identification. Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. Protecting JPEG Images Against Adversarial At …
Paper Group ANR 96

Paper Group ANR 96

October 20, 2019

Holographic Neural Architectures. Graph Memory Networks for Molecular Activity Prediction. Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network. Real-time 3D Pose Estimation with a Monocular Camera Using Deep Learning and Object Priors On an Autonomous Racecar. Active Distribution Learning from Indirect Samp …
Paper Group AWR 217

Paper Group AWR 217

October 20, 2019

Deep Graph Convolutional Encoders for Structured Data to Text Generation. Sorting by Swaps with Noisy Comparisons. Exploiting Local Feature Patterns for Unsupervised Domain Adaptation. Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation. Addressee and Response Selection for Multilingual Conversation. Ithemal: …