Motion Capture

Paper Group AWR 22

February 2, 2020

Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning. STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting. Sensitivity Analysis of Deep Neural Networks. Scaling and Benchmarking Self-Supervised Visual Representation Learning. Global Reactions to the Cambridge Analytica …

Paper Group AWR 148

February 1, 2020

Look Who’s Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. Continual and Multi-Task Architecture Search. Regularization Matters in Policy Optimization. PAWS: Paraphrase Adversaries from Word Scrambling. Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild. Learning Reward Functions by Integrating Human Demonst …

Paper Group AWR 197

February 1, 2020

Towards Analyzing Semantic Robustness of Deep Neural Networks. Neural Network Distiller: A Python Package For DNN Compression Research. Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion. Adversarial Out-domain Examples for Generative Models. Multi-Agent Deep Reinforcement Learning for Large-scale Traffic …

Paper Group AWR 208

February 1, 2020

Augmentation for small object detection. ID-aware Quality for Set-based Person Re-identification. Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis. Semantics-Aligned Representation Learning for Person Re-identification. MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation. PRECOG: PREdiction Conditioned On …

Paper Group AWR 221

February 1, 2020

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks. Missing Data Imputation with Adversarially-trained Graph Convolutional Networks. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. Structured Va …

Paper Group AWR 232

February 1, 2020

Lemotif: An Affective Visual Journal Using Deep Neural Networks. DEDUCE: Diverse scEne Detection methods in Unseen Challenging Environments. Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework. EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search. An Updated Duet Mo …

Paper Group AWR 234

February 1, 2020

FoodX-251: A Dataset for Fine-grained Food Classification. On Dimensional Linguistic Properties of the Word Embedding Space. A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification. Tracing Network Evolution Using the PARAFAC2 Model. Tensor Canonical Correlation Analysis. Automatic Detection of Protective Behavior in …

Paper Group AWR 239

February 1, 2020

Curriculum Learning for Cumulative Return Maximization. ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection. Statistical Model Aggregation via Parameter Matching. Deep Learning Based Chatbot Models. Data assimilation in Agent-based models using creation and annihilation operators. A Capsule Network-based Model fo …

Paper Group AWR 271

February 1, 2020

No Word is an Island – A Transformation Weighting Model for Semantic Composition. Towards Automatic Concept-based Explanations. Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation. All-In-One Underwater Image Enhancement using Domain-Adversarial Learning. Regularized Fine-grained Meta Face Anti-spoo …

Paper Group AWR 333

February 1, 2020

TechNet: Technology Semantic Network Based on Patent Data. Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection. Deep Session Interest Network for Click-Through Rate Prediction. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. Learning Trajectory Dependencies for Human Motion Prediction. NL …

Paper Group AWR 337

February 1, 2020

Neural Scene Decomposition for Multi-Person Motion Capture. A Functional Representation for Graph Matching. Relational Graph Attention Networks. Unsupervised Traffic Accident Detection in First-Person Videos. Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks. SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited …

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 123

January 31, 2020

Generating Minimal Adversarial Perturbations with Integrated Adaptive Gradients. Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. Video Motion Capture from the Part Confidence Maps of Multi-Camera Images by Spatiotemporal Filtering Using the Human Skeletal Model. A Knowledge Graph-based Approach for Exploring the …

Paper Group ANR 124

January 31, 2020

Autonomous Aerial Cinematography In Unstructured Environments With Learned Artistic Decision-Making. Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification. Exploring applications of deep reinforcement learning for real-world autonomous driving systems. Point Attention Network for Semantic Segmentati …

Paper Group ANR 8

January 31, 2020

On Deep Set Learning and the Choice of Aggregations. Selective metamorphosis for growth modelling with applications to landmarks. SocialNLP EmotionX 2019 Challenge Overview: Predicting Emotions in Spoken Dialogues and Chats. Learning Hierarchical Priors in VAEs. Missing Movie Synergistic Completion across Multiple Isomeric Online Movie Knowledge Li …

Paper Group ANR 98

January 31, 2020

Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification. Deep Model Predictive Control with Online Learning for Complex Physical Systems. SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks. Asynchronous Online Federated Learning for Edge Devices. A Temporal Modul …

Paper Group AWR 427

January 31, 2020

Benchmarking Natural Language Understanding Services for building Conversational Agents. Deep Learning for Multiple-Image Super-Resolution. KG-BERT: BERT for Knowledge Graph Completion. Towards VQA Models That Can Read. ELG: An Event Logic Graph. Presence-Only Geographical Priors for Fine-Grained Image Classification. Approximate Bayesian Computati …

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …

Paper Group ANR 389

January 30, 2020

Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach. Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound. Neuromorphic Hardware learns to learn. Robust Local Features for Improving the Generalization of Adversarial Training. A Novel CMB Com …

Paper Group ANR 401

January 30, 2020

KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects. A Tool for Spatio-Temporal Analysis of Social Anxiety with Twitter Data. Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. BERE: An accurate distantly supervised biomedical entity relation extraction network. Antonym-Synonym Classi …

Paper Group ANR 565

January 29, 2020

A Comparative Study of Glottal Source Estimation Techniques. A Rank-1 Sketch for Matrix Multiplicative Weights. Link Prediction in the Stochastic Block Model with Outliers. Glottal Closure and Opening Instant Detection from Speech Signals. Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff. Prioritized Unit Propagation with Perio …

Paper Group ANR 585

January 29, 2020

Using Social Network Service to determine the Initial User Requirements for Small Software Businesses. Strong and Simple Baselines for Multimodal Utterance Embeddings. Experimental neural network enhanced quantum tomography. From self-tuning regulators to reinforcement learning and back again. Learning Instance-wise Sparsity for Accelerating Deep M …

Paper Group ANR 606

January 29, 2020

Toward Filament Segmentation Using Deep Neural Networks. Online Learning in Planar Pushing with Combined Prediction Model. NLVR2 Visual Bias Analysis. Convergence to minima for the continuous version of Backtracking Gradient Descent. Local Geometric Indexing of High Resolution Data for Facial Reconstruction from Sparse Markers. AI and Holistic Revi …

Paper Group ANR 609

January 29, 2020

You Write Like You Eat: Stylistic variation as a predictor of social stratification. Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model. Motion Segmentation Using Locally Affine Atom Voting. AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor. Voice Search and Typed Search Performance Comparison …

Paper Group ANR 704

January 29, 2020

Online Forecasting of Total-Variation-bounded Sequences. BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies. Automated Multiclass Cardiac Volume Segmentation and Model Generation. Causal Simulations for Uplift Modelin …

Paper Group ANR 1004

January 28, 2020

DLA: Dense-Layer-Analysis for Adversarial Example Detection. Sparse Lifting of Dense Vectors: Unifying Word and Sentence Representations. Liability Design for Autonomous Vehicles and Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach. Robust Dense Mapping for Large-Scale Dynamic Environments. Prospect Theory Based Crowdsourcing for Class …

Paper Group ANR 1009

January 28, 2020

Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach. Learning Effective Visual Relationship Detector on 1 GPU. Geometric Pose Affordance: 3D Human Pose with Scene Constraints. Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network. Silhouette-Net: 3D Hand Pose Estimation from Silhouettes. …

Paper Group ANR 1031

January 28, 2020

Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Design Space Exploration as Quantified Satisfaction. Conditional Vehicle Trajectories Prediction in CARLA Urban Environment. Learning Vision-based Flight in Drone Swarms by Imitation. Word Usage Similarity Estima …