Action Detection

Paper Group AWR 122

October 21, 2019

Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors. Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware. Applying Deep Learning To Airbnb Search. Fine-grained Activity Recognition in Baseball Videos. Commonsense for Generative Multi-Hop Question Answering Tasks. Visual Reasoning by Progressive Module Networks. In …

Paper Group AWR 127

October 21, 2019

Temporal Gaussian Mixture Layer for Videos. Hyperspherical Variational Auto-Encoders. Conditional Linear Regression. Efficient Model-Free Reinforcement Learning Using Gaussian Process. Neural Processes. Deep Underwater Image Enhancement. Comparing Dynamics: Deep Neural Networks versus Glassy Systems. End-to-End Speech Recognition From the Raw Wavef …

Paper Group AWR 13

October 21, 2019

A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images. Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection. DeepType: Multilingual Entity Linking by Neural Type System Evolution. Robust Blind Deco …

Paper Group AWR 145

October 21, 2019

Lessons learned in multilingual grounded language learning. BSN: Boundary Sensitive Network for Temporal Action Proposal Generation. UNIQUE: Unsupervised Image Quality Estimation. Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation. Typeface Completion with Generative Adversarial Networks. Graph Capsule Convolutiona …

Paper Group AWR 39

October 21, 2019

Temporal Recurrent Networks for Online Action Detection. INSPECTRE: Privately Estimating the Unseen. Recurrent Transformer Networks for Semantic Correspondence. Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation. Learning to Reason with Third-Order Tensor Products. Learning Qualitatively Diverse and Interpretable Rul …

Paper Group AWR 48

October 21, 2019

Actor Conditioned Attention Maps for Video Action Detection. Certified Defenses against Adversarial Examples. AirLab: Autograd Image Registration Laboratory. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. One-Shot Unsupervised Cross Domain Translation. L4: Practical loss-based stepsize adaptation for …

Paper Group AWR 52

October 21, 2019

Design Challenges and Misconceptions in Neural Sequence Labeling. Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. SlowFast Networks for Video Recognition. Fast and Robust Multiple ColorChecker Detection using Deep Convolutional Neural Networks. Learning to Separate Object Sounds by Watching Unlabeled Video. LaneNet …

Paper Group AWR 68

October 21, 2019

Weakly-supervised Visual Instrument-playing Action Detection in Videos. Variational Autoencoders for Collaborative Filtering. DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC. Low-rank semidefinite programming for the MAX2SAT problem. Inference Suboptimality in Variational Autoencoders. Weakly Supervised Deep Image Hash …

Paper Group AWR 77

October 21, 2019

ColdRoute: Effective Routing of Cold Questions in Stack Exchange Sites. Not All Samples Are Created Equal: Deep Learning with Importance Sampling. GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. Decoupled Networks. Gaussian Mixture Latent Vector Grammars. CGMH: Constrained Sentence Generation by Metropolis-Hastings …

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 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 83

October 20, 2019

DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks. End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models. Minimax Lower Bounds for $\mathcal{H}_\infty$-Norm Estimation. Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach. MONET: Multiview Semi …

Paper Group ANR 90

October 20, 2019

Efficient Pose Tracking from Natural Features in Standard Web Browsers. Im2Struct: Recovering 3D Shape Structure from a Single RGB Image. Designing communication systems via iterative improvement: error correction coding with Bayes decoder and codebook optimized for source symbol error. Adaptive Structural Learning of Deep Belief Network for Medica …

Paper Group AWR 351

October 20, 2019

Learning Time-Sensitive Strategies in Space Fortress. Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Boosting Domain Adaptation by Discovering Latent Domains. InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics. End-to-End Latent Fingerprint Search. …

Paper Group ANR 115

October 19, 2019

Neural Melody Composition from Lyrics. An Optimal Transport View on Generalization. Spatial Knowledge Distillation to aid Visual Reasoning. Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition. Discovering Spatio-Temporal Action Tubes. CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Renderi …

Paper Group ANR 126

October 19, 2019

Arbitrary Style Transfer with Deep Feature Reshuffle. An analytic theory of generalization dynamics and transfer learning in deep linear networks. Online Off-policy Prediction. Artificial Intelligence for Diabetes Case Management: The Intersection of Physical and Mental Health. A Comparative Study of Neural Network Models for Sentence Classificatio …

Paper Group ANR 132

October 19, 2019

Reinforcement Learning with Wasserstein Distance Regularisation, with Applications to Multipolicy Learning. Sketch based Reduced Memory Hough Transform. An End-to-end Neural Natural Language Interface for Databases. Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions. Deep Semi Supervised Generative L …

Paper Group ANR 363

October 19, 2019

Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. Self-Adversarially Learned Bayesian Sampling. A General Theory of Equivariant CNNs on Homogeneous Spaces. Identification of Cancer – Mesothelioma Disease Using Logistic Regression and Association Rule. Towards Imperceptible and Robust Adversarial Example Attacks agains …

Paper Group ANR 398

October 19, 2019

Gaussian Word Embedding with a Wasserstein Distance Loss. Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks. Learning From Positive and Unlabeled Data: A Survey. Mobility Mode Detection Using WiFi Signals. The closed loop between opinion formation and personalised recommendations. Multi-task learning of daily wor …

Paper Group ANR 432

October 18, 2019

Tri-axial Self-Attention for Concurrent Activity Recognition. Surface Networks via General Covers. State-Denoised Recurrent Neural Networks. Texture Segmentation Based Video Compression Using Convolutional Neural Networks. Q-Map: Clinical Concept Mining from Clinical Documents. Sparsity in Variational Autoencoders. Acquisition and use of knowledge …

Paper Group ANR 513

October 18, 2019

Femural Head Autosegmentation for 3D Radiotherapy Planning: Preliminary Results. MedTQ: Dynamic Topic Discovery and Query Generation for Medical Ontologies. Accurate and Efficient Similarity Search for Large Scale Face Recognition. Unsupervised 3D Shape Learning from Image Collections in the Wild. Attacks on State-of-the-Art Face Recognition using …

Paper Group ANR 542

October 18, 2019

Robust and fine-grained prosody control of end-to-end speech synthesis. Intent Generation for Goal-Oriented Dialogue Systems based on Schema.org Annotations. Sample Complexity of Nonparametric Semi-Supervised Learning. Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect. Predicting resonant properties of plas …

Paper Group ANR 544

October 18, 2019

Scalable Meta-Learning for Bayesian Optimization. Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning. Learning Representations of Spatial Displacement through Sensorimotor Prediction. Modeling Global Dynamics from Local Snapshots with Deep Generative Neural Networks. Lidar Cloud Detection with Fully …

Paper Group ANR 553

October 18, 2019

Class Mean Vector Component and Discriminant Analysis for Kernel Subspace Learning. A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content. Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes. When will you do what? - Anticip …

Paper Group ANR 629

October 18, 2019

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning. Efficient Purely Convolutional Text Encoding. A deep learning approach for understanding natural language commands for mobile service robots. Linked Recurrent Neural Networks. Benchmarking Evolutionary Algorithms For Single Objective Real-v …

Paper Group ANR 671

October 18, 2019

An Universal Image Attractiveness Ranking Framework. Incorporating Scalability in Unsupervised Spatio-Temporal Feature Learning. Labelling as an unsupervised learning problem. Deep neural network marketplace recommenders in online experiments. Learning to Anonymize Faces for Privacy Preserving Action Detection. Automatic construction of Chinese her …

Paper Group ANR 793

October 17, 2019

Deployment of Customized Deep Learning based Video Analytics On Surveillance Cameras. Explaining Away Syntactic Structure in Semantic Document Representations. Recent Developments from Attribute Profiles for Remote Sensing Image Classification. A Regularized Attention Mechanism for Graph Attention Networks. IR2VI: Enhanced Night Environmental Perce …

Paper Group ANR 868

October 17, 2019

Navigation by Imitation in a Pedestrian-Rich Environment. Latent Convolutional Models. A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions. Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes. Recasting Gradient-Based Meta-Learning as Hierarchical Bayes. Dual Objective Approach …