Optical Flow Estimation

Paper Group ANR 10

January 31, 2020

Learning Robust 3D Face Reconstruction and Discriminative Identity Representation. Modeling Named Entity Embedding Distribution into Hypersphere. PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model. Occlusions for Effective Data Augmentation in Image Classification. IMHO Fine-Tuning Improves Claim Detection. Maize Yield and …

Paper Group ANR 105

January 31, 2020

Recovering Localized Adversarial Attacks. A 20-Year Community Roadmap for Artificial Intelligence Research in the US. Enhancing Clinical Concept Extraction with Contextual Embeddings. DeGraF-Flow: Extending DeGraF Features for accurate and efficient sparse-to-dense optical flow estimation. Reinforcement Learning with Low-Complexity Liquid State Mac …

Paper Group ANR 132

January 31, 2020

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects. Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network. Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Appli …

Paper Group ANR 140

January 31, 2020

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. Toward Understanding Catastrophic Forgetting in Continual Learning. Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning. TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications. Meta …

Paper Group ANR 144

January 31, 2020

GraphSAC: Detecting anomalies in large-scale graphs. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. Heuristic Black-box Adversarial Attacks on Video Recognition Models. Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints. SMART: Skeletal Motion …

Paper Group ANR 145

January 31, 2020

Shared control schematic for brain controlled vehicle based on fuzzy logic. Learning Variable Impedance Control for Contact Sensitive Tasks. A Comparison of Policy Search in Joint Space and Cartesian Space for Refinement of Skills. Deep Learning for Low-Dose CT Denoising. CMR motion artifact correction using generative adversarial nets. Adaptive Ma …

Paper Group ANR 16

January 31, 2020

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling. A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care. Negative eigenvalues of the Hessian in deep neural networks. Deep Reinforcement Learning for Clinical Decisi …

Paper Group ANR 189

January 31, 2020

A Comprehensive Benchmark for Single Image Compression Artifacts Reduction. A Policy Editor for Semantic Sensor Networks. Dense Recurrent Neural Networks for Inverse Problems: History-Cognizant Unrolling of Optimization Algorithms. Customized OCT images compression scheme with deep neural network. Statistical learnability of nuclear masses. Concord …

Paper Group ANR 190

January 31, 2020

An LP-Based Approach for Goal Recognition as Planning. Human Following for Wheeled Robot with Monocular Pan-tilt Camera. A Temporal Clustering Algorithm for Achieving the trade-off between the User Experience and the Equipment Economy in the Context of IoT. Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes. Federated …

Paper Group ANR 25

January 31, 2020

Likelihood-Free Overcomplete ICA and Applications in Causal Discovery. ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection. Knowing When to Stop: Evaluation and Verification of Conformity to Output-size Specifications. IPO: Interior-point Policy Optimization under Constraints. A Question Answer …

Paper Group ANR 31

January 31, 2020

Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering. Fine-Grained Spoiler Detection from Large-Scale Review Corpora. Almost Sure Asymptotic Freeness of Neural Network Jacobian with Orthogonal Weights. Multi-Spectral Visual Odometry without Explicit Stereo Matching. If MaxEnt RL is the Answer, What is the Question?. Kinematic Syn …

Paper Group ANR 4

January 31, 2020

Cherenkov Detectors Fast Simulation Using Neural Networks. Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling. Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data. FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and Transparency. Fast video object segmentation with …

Paper Group ANR 51

January 31, 2020

SpliceRadar: A Learned Method For Blind Image Forensics. Explaining Classifiers with Causal Concept Effect (CaCE). Object Reachability via Swaps under Strict and Weak Preferences. Designing Style Matching Conversational Agents. Convolutional Dictionary Pair Learning Network for Image Representation Learning. Physics-Informed Machine Learning Models …

Paper Group AWR 382

January 31, 2020

Reverse-Engineering Satire, or “Paper on Computational Humor Accepted Despite Making Serious Advances”. Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning. A Study on Wrist Identification for Forensic Investigation. Overview and Results: CL-SciSumm Shared Task 2019. Learning Task-Specific Generalized Convolutions in the …

Paper Group AWR 384

January 31, 2020

Kannada-MNIST: A new handwritten digits dataset for the Kannada language. Adversarial Robustness Against the Union of Multiple Perturbation Models. Two Decades of Network Science as seen through the co-authorship network of network scientists. Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. Asymmetric Shapley values: incorpo …

Paper Group AWR 393

January 31, 2020

Modeling Color Terminology Across Thousands of Languages. Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning. Transferring Robustness for Graph Neural Network Against Poisoning Attacks. A Pilot Study for Chinese SQL Semantic Parsing. Entity, Relation, and Event Extraction with Contextualized Span Representations. …

Paper Group AWR 429

January 31, 2020

Online Multi-Object Tracking with Dual Matching Attention Networks. Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices. A Higher-Order Swiss Army Infinitesimal Jackknife. VarGFaceNet: An Efficient Variable Group Convolutional Neura …

Paper Group AWR 432

January 31, 2020

The emergence of number and syntax units in LSTM language models. SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. What does a Car-ssette tape tell?. 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints. Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. Spotting …

Paper Group AWR 450

January 31, 2020

Factor Graph Attention. Parameterized quantum circuits as machine learning models. Deep Audio Prior. NAMF: A Non-local Adaptive Mean Filter for Salt-and-Pepper Noise Removal. PoMo: Generating Entity-Specific Post-Modifiers in Context. Densely Residual Laplacian Super-Resolution. DPSNet: End-to-end Deep Plane Sweep Stereo. Dual Graph Attention Netwo …

Paper Group AWR 454

January 31, 2020

GRIP: Graph-based Interaction-aware Trajectory Prediction. Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model. Flow-Motion and Depth Network for Monocular Stereo and Beyond. Meta-learnt priors slow down catastrophic forgetting in neural networks. Indoor Depth Completion with Boundary Consistency and Self-Attention. Omni …

Paper Group AWR 457

January 31, 2020

SinGAN: Learning a Generative Model from a Single Natural Image. Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. The Limited Multi-Label Projection Layer. Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research. Learning to Regress 3D Face Shape and Expressi …

Paper Group ANR 203

January 30, 2020

Environment reconstruction on depth images using Generative Adversarial Networks. Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. Constructing Gradient Controllable Recurrent Neural Networks Using Hamiltonian Dynamics. Optimizing Millions of Hyperparameters by Implicit Differentiation. Two-St …

Paper Group ANR 204

January 30, 2020

Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping. Resilient Supplier Selection in Logistics 4.0 with Heterogeneous Information. Merging Deterministic Policy Gradient Estimations with Varied Bias-Variance Tradeoff for Effective Deep Reinforcement Learning. Training Provably Robust Models by Polyhedral Envelop …

Paper Group ANR 218

January 30, 2020

Maximum Likelihood Constraint Inference for Inverse Reinforcement Learning. Gunrock: A Social Bot for Complex and Engaging Long Conversations. Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition. Some Developments in Clustering Analysis on Stochastic Processes. Differentiable Learning-to-Group Channels via Groupable Convo …

Paper Group ANR 246

January 30, 2020

Hand Pose Estimation: A Survey. Hierarchical Variational Imitation Learning of Control Programs. Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes. Do Attention Heads in BERT Track Syntactic Dependencies?. …

Paper Group ANR 247

January 30, 2020

Logistic regression models for aggregated data. Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks. Stochastic approximation with cone-contractive operators: Sharp $\ell_\infty$-bounds for $Q$-learning. Analysis of Deep Neural Networks with Quasi-optimal polynomial approximation rates. Optimal checkpointing for …

Paper Group ANR 255

January 30, 2020

Visual Understanding and Narration: A Deeper Understanding and Explanation of Visual Scenes. Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS). Fine-grained Search Space Classification for Hard Enumeration Varian …

Paper Group ANR 256

January 30, 2020

Deep Plug-and-play Prior for Low-rank Tensor Completion. A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking. Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy. Real-t …