Video Recognition

Paper Group AWR 116

October 21, 2019

A Closer Look at Structured Pruning for Neural Network Compression. Relaxed Quantization for Discretized Neural Networks. Latent Space Autoregression for Novelty Detection. Subword Encoding in Lattice LSTM for Chinese Word Segmentation. A Large-scale Attribute Dataset for Zero-shot Learning. Aesthetic Discrimination of Graph Layouts. CSRNet: Dilate …

Paper Group AWR 21

October 21, 2019

Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study. Excitation Dropout: Encouraging Plasticity in Deep Neural Networks. Hand Pose Estimation via Latent 2.5D Heatmap Regression. Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning. Large-Scale Multi-Domain Belief Track …

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 ANR 30

October 20, 2019

Robust Text Classifier on Test-Time Budgets. Multi-modality Sensor Data Classification with Selective Attention. Newton Methods for Convolutional Neural Networks. EML-NET:An Expandable Multi-Layer NETwork for Saliency Prediction. Fully Convolutional Adaptation Networks for Semantic Segmentation. Multi-Label Learning from Medical Plain Text with Con …

Paper Group ANR 38

October 20, 2019

Human activity recognition based on time series analysis using U-Net. Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence. Adaptation to Easy Data in Prediction with Limited Advice. Random Feature Stein Discrepancies. On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. Activity Recognitio …

Paper Group ANR 59

October 20, 2019

Deep learning: Extrapolation tool for ab initio nuclear theory. Learning Traffic Flow Dynamics using Random Fields. A Machine Learning-based Recommendation System for Swaptions Strategies. Learning a Local Feature Descriptor for 3D LiDAR Scans. Position Estimation of Camera Based on Unsupervised Learning. Learning to Repair Software Vulnerabilities …

Paper Group ANR 76

October 20, 2019

Computer-aided mechanism design: designing revenue-optimal mechanisms via neural networks. Visual Semantic Navigation using Scene Priors. Efficient Multi-Robot Coverage of a Known Environment. Correlation Heuristics for Constraint Programming. DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold. Knowledge Com …

Paper Group ANR 326

October 19, 2019

From Same Photo: Cheating on Visual Kinship Challenges. Approximate Nearest Neighbor Search in High Dimensions. A Logarithmic Barrier Method For Proximal Policy Optimization. A Deep Learning Approach for Multimodal Deception Detection. Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. ActionXPose: A Novel 2D Multi-vie …

Paper Group ANR 494

October 18, 2019

Learning a Set of Interrelated Tasks by Using Sequences of Motor Policies for a Strategic Intrinsically Motivated Learner. Semantic WordRank: Generating Finer Single-Document Summarizations. Accelerate CU Partition in HEVC using Large-Scale Convolutional Neural Network. Designing Optimal Binary Rating Systems. Thermodynamics and Feature Extraction …

Paper Group ANR 514

October 18, 2019

A Quantitative Evaluation of Natural Language Question Interpretation for Question Answering Systems. Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. Towards Resisting Large Data Variations via Introspective Learning. A high-performance analog Max-SAT solver and its application to Ramsey numbers. Simple R …

Paper Group ANR 518

October 18, 2019

Human Iris Recognition in Post-mortem Subjects: Study and Database. Entropy-Constrained Training of Deep Neural Networks. Deep Neural Network Compression for Aircraft Collision Avoidance Systems. QUENN: QUantization Engine for low-power Neural Networks. Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. Filter D …

Paper Group ANR 551

October 18, 2019

Non-local NetVLAD Encoding for Video Classification. Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks. Kappa Learning: A New Method for Measuring Similarity Between Educational Items Using Performance Data. Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks. An Entropic Optimal Transp …

Paper Group ANR 562

October 18, 2019

Low-Complexity Data-Parallel Earth Mover’s Distance Approximations. Protection Against Reconstruction and Its Applications in Private Federated Learning. Artifacts Detection and Error Block Analysis from Broadcasted Videos. Gradient Agreement as an Optimization Objective for Meta-Learning. Relational Long Short-Term Memory for Video Action Recognit …

Paper Group ANR 690

October 17, 2019

TS-Net: Combining modality specific and common features for multimodal patch matching. How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation?. Adaptive Task Allocation for Mobile Edge Learning. AI Fairness for People with Disabilities: Point of View. In Defense of Single-column Networks for Crowd Counting. U-SLADS: Unsupe …

Paper Group ANR 717

October 17, 2019

Unsupervised Image Decomposition in Vector Layers. Efficient Traffic-Sign Recognition with Scale-aware CNN. Features of word similarity. Stochastic model-based minimization of weakly convex functions. Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function. Sequential Embedding Induced Text Cluster …

Paper Group ANR 911

October 17, 2019

Multi-Fiber Networks for Video Recognition. Residual Networks as Geodesic Flows of Diffeomorphisms. Round-Table Group Optimization for Sequencing Problems. On Controllable Sparse Alternatives to Softmax. Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information. The Roles of Supervised Machine Learning in System …

Paper Group NANR 12

October 16, 2019

BioRo: The Biomedical Corpus for the Romanian Language. Interactive Boundary Prediction for Object Selection. Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records. Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model. DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic …

Paper Group NANR 245

October 15, 2019

Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources. Towards Opinion Summarization of Customer Reviews. Voice Imitating Text-to-Speech Neural Networks. GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning. Neural Networks for irregularly observed continuous-time Stochastic Processes. Learning to Optimize Combi …

Paper Group NANR 78

October 15, 2019

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop. Fast Similarity Search via Optimal Sparse Lifting. Diachronic degradation of language models: Insights from social media. Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detecti …

Paper Group NANR 92

October 15, 2019

Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm. Learning to Capture Light Fields through a Coded Aperture Camera. A Structured Review of the Validity of BLEU. GeCoTagger: Annotation of German Verb Complements with Conditional Random Fields. Epitran: Precision G2P for Many Languages …