Papers
Sat 23 Jan 2021
63 papers
- Autoregressive Belief Propagation for Decoding Block Codes
- Are Top School Students More Critical of Their Professors? Mining Comments on RateMyProfessor.com
- Predicting the Mechanical Properties of Biopolymer Gels Using Neural Networks Trained on Discrete Fiber Network Data
- B-HAR: an open-source baseline framework for in depth study of human activity recognition datasets and workflows
- A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram
- Indoor Group Activity Recognition using Multi-Layered HMMs
- Arabic aspect based sentiment analysis using bidirectional GRU based models
- Learning degraded image classification with restoration data fidelity
- Optimistic and Adaptive Lagrangian Hedging
- Generating a Doppelganger Graph: Resembling but Distinct
- BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-Agnostic Supervised Background Subtraction
- On the Evolution of Word Order
- ReliefE: Feature Ranking in High-dimensional Spaces via Manifold Embeddings
- BF++: a language for general-purpose program synthesis
- S-BEV: Semantic Birds-Eye View Representation for Weather and Lighting Invariant 3-DoF Localization
- A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network
- Deep Learning for General Game Playing with Ludii and Polygames
- Network-Agnostic Knowledge Transfer for Medical Image Segmentation
- Real-Time, Flight-Ready, Non-Cooperative Spacecraft Pose Estimation Using Monocular Imagery
- Stochastic Image Denoising by Sampling from the Posterior Distribution
- Acceleration Methods
- Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer
- Dictionary-based Debiasing of Pre-trained Word Embeddings
- Debiasing Pre-trained Contextualised Embeddings
- Unsupervised clustering of series using dynamic programming
- Short-term daily precipitation forecasting with seasonally-integrated autoencoder
- Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art
- Disentangled Sequence Clustering for Human Intention Inference
- Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning
- Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations
- Granular conditional entropy-based attribute reduction for partially labeled data with proxy labels
- MinConvNets: A new class of multiplication-less Neural Networks
- Symbiotic System of Systems Design for Safe and Resilient Autonomous Robotics in Offshore Wind Farms
- Neural Relational Inference with Efficient Message Passing Mechanisms
- Training Multilingual Pre-trained Language Model with Byte-level Subwords
- WebSRC: A Dataset for Web-Based Structural Reading Comprehension
- ARTH: Algorithm For Reading Text Handily -- An AI Aid for People having Word Processing Issues
- Sequence-based Dynamic Handwriting Analysis for Parkinson's Disease Detection with One-dimensional Convolutions and BiGRUs
- Feature Selection Using Reinforcement Learning
- Advances and Challenges in Conversational Recommender Systems: A Survey
- Decoupled Exploration and Exploitation Policies for Sample-Efficient Reinforcement Learning
- Improved Training of Sparse Coding Variational Autoencoder via Weight Normalization
- Error Diffusion Halftoning Against Adversarial Examples
- Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild
- Unlabeled Principal Component Analysis and Matrix Completion
- An Optimal Reduction of TV-Denoising to Adaptive Online Learning
- Hierarchical Variational Auto-Encoding for Unsupervised Domain Generalization
- A Pressure Ulcer Care System For Remote Medical Assistance: Residual U-Net with an Attention Model Based for Wound Area Segmentation
- Explainable Artificial Intelligence Approaches: A Survey
- Vertical federated learning based on DFP and BFGS
- Towards Natural Language Question Answering over Earth Observation Linked Data using Attention-based Neural Machine Translation
- Analyzing Team Performance with Embeddings from Multiparty Dialogues
- Deep Anti-aliasing of Whole Focal Stack Using Slice Spectrum
- A Machine Learning Approach to Predicting Continuous Tie Strengths
- Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones
- 4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data
- Adaptively Sparse Regularization for Blind Image Restoration
- Next-best-view Regression using a 3D Convolutional Neural Network
- Yield Spread Selection in Predicting Recession Probabilities: A Machine Learning Approach
- Fixed Viewpoint Mirror Surface Reconstruction under an Uncalibrated Camera
- Learning Setup Policies: Reliable Transition Between Locomotion Behaviours
- Online Adversarial Purification based on Self-Supervision
- Outlining Traceability: A Principle for Operationalizing Accountability in Computing Systems