Papers
Sat 10 Jul 2021
61 papers
- Multi-Agent Imitation Learning with CopulasOffline RL and imitation learning from data → Imitation learning methods
- Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy AnnotationsKnowledge distillation → General knowledge distillation methods
- Meta-aprendizado para otimizacao de parametros de redes neurais
- Goal scoring in Premier League with Poisson regression
- Merging Tasks for Video Panoptic Segmentation
- Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines
- Backprop-Free Reinforcement Learning with Active Neural Generative Coding
- Systematic human learning and generalization from a brief tutorial with explanatory feedback
- Intermittent Jamming against Telemetry and Telecommand of Satellite Systems and A Learning-driven Detection Strategy
- Drug-Target Interaction Prediction with Graph Attention networks
- Using Causal Analysis for Conceptual Deep Learning Explanation
- Practical and Configurable Network Traffic Classification Using Probabilistic Machine Learning
- TeliNet: Classifying CT scan images for COVID-19 diagnosis
- Computational Paremiology: Charting the temporal, ecological dynamics of proverb use in books, news articles, and tweets
- Distributed Deep Reinforcement Learning for Intelligent Traffic Monitoring with a Team of Aerial Robots
- Feature-based Event Stereo Visual Odometry
- Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation
- Learning Concept Lengths Accelerates Concept Learning in ALC
- Industry and Academic Research in Computer Vision
- Towards a Multimodal System for Precision Agriculture using IoT and Machine Learning
- Improving Inductive Link Prediction Using Hyper-Relational Facts
- Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation
- Out of Distribution Detection and Adversarial Attacks on Deep Neural Networks for Robust Medical Image Analysis
- PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention
- From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overview
- Learning 3D Dense Correspondence via Canonical Point Autoencoder
- HOMRS: High Order Metamorphic Relations Selector for Deep Neural Networks
- Dense-Sparse Deep Convolutional Neural Networks Training for Image Denoising
- Kernel Mean Estimation by Marginalized Corrupted Distributions
- SynPick: A Dataset for Dynamic Bin Picking Scene Understanding
- Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls
- Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images
- Propagation-aware Social Recommendation by Transfer Learning
- Noise Stability Regularization for Improving BERT Fine-tuning
- Bayesian Convolutional Neural Networks for Seven Basic Facial Expression Classifications
- Cluster Regularization via a Hierarchical Feature Regression
- CSL-YOLO: A New Lightweight Object Detection System for Edge Computing
- Identifying Layers Susceptible to Adversarial Attacks
- BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images
- A Weakly-Supervised Depth Estimation Network Using Attention Mechanism
- Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique
- Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition
- COVID Detection in Chest CTs: Improving the Baseline on COV19-CT-DB
- Speech2Video: Cross-Modal Distillation for Speech to Video Generation
- Few-Shot Domain Adaptation with Polymorphic Transformers
- Semi-Supervised Learning with Multi-Head Co-Training
- TA2N: Two-Stage Action Alignment Network for Few-shot Action Recognition
- Formal context reduction in deriving concept hierarchies from corpora using adaptive evolutionary clustering algorithm star
- LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative Tasks
- Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search
- Similar Cases Recommendation using Legal Knowledge Graphs
- DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering
- Anomaly Detection in Residential Video Surveillance on Edge Devices in IoT Framework
- Convergence Analysis of Schr"odinger-F"ollmer Sampler without Convexity
- Hack The Box: Fooling Deep Learning Abstraction-Based Monitors
- Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering
- Resilience of Autonomous Vehicle Object Category Detection to Universal Adversarial Perturbations
- Assessing Data Efficiency in Task-Oriented Semantic Parsing
- Local-to-Global Self-Attention in Vision Transformers
- Layer-wise Analysis of a Self-supervised Speech Representation Model
- Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development