Papers
Sun 10 Jan 2021
45 papers
- Automatic Face Understanding: Recognizing Families in Photos
- Machine Learning for Electronic Design Automation: A Survey
- An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks
- Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualized Embeddings
- Absolute Value Constraint: The Reason for Invalid Performance Evaluation Results of Neural Network Models for Stock Price Prediction
- Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI)
- Learning Student Interest Trajectory for MOOCThread Recommendation
- Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification
- Optimisation of Spectral Wavelets for Persistence-based Graph Classification
- Machine learning based automated identification of thunderstorms from anemometric records using shapelet transform
- Learning Augmented Index Policy for Optimal Service Placement at the Network Edge
- The Logic for a Mildly Context-Sensitive Fragment of the Lambek-Grishin Calculus
- Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
- Occupancy Detection in Room Using Sensor Data
- Explainable Artificial Intelligence (XAI): An Engineering Perspective
- Neurocognitive Informatics Manifesto
- The Gaussian Neural Process
- Combining Neural Network Models for Blood Cell Classification
- Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders
- Provably Approximated ICP
- Accuracy and Architecture Studies of Residual Neural Network solving Ordinary Differential Equations
- Curvature-based Feature Selection with Application in Classifying Electronic Health Records
- Stabilized Nested Rollout Policy Adaptation
- Learning from Satisfying Assignments Using Risk Minimization
- Summaformers @ LaySumm 20, LongSumm 20
- PowerEvaluationBALD: Efficient Evaluation-Oriented Deep (Bayesian) Active Learning with Stochastic Acquisition Functions
- Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction
- A Heuristic-driven Ensemble Framework for COVID-19 Fake News Detection
- Heatmap-based Object Detection and Tracking with a Fully Convolutional Neural Network
- Channel Boosting Feature Ensemble for Radar-based Object Detection
- TIB's Visual Analytics Group at MediaEval '20: Detecting Fake News on Corona Virus and 5G Conspiracy
- Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification
- Cross-Modal Contrastive Learning of Representations for Navigation using Lightweight, Low-Cost Millimeter Wave Radar for Adverse Environmental Conditions
- CapsField: Light Field-based Face and Expression Recognition in the Wild using Capsule Routing
- Entropic Causal Inference: Identifiability and Finite Sample Results
- Improved active output selection strategy for noisy environments
- Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning
- Joint Prediction of Remaining Useful Life and Failure Type of Train Wheelsets: A Multi-task Learning Approach
- Semantic Segmentation of Remote Sensing Images with Sparse Annotations
- Detecting Hostile Posts using Relational Graph Convolutional Network
- Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging
- Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels
- SPAGAN: Shortest Path Graph Attention Network
- BERT & Family Eat Word Salad: Experiments with Text Understanding
- An Unsupervised Learning Method with Convolutional Auto-Encoder for Vessel Trajectory Similarity Computation