Papers
Sat 26 Mar 2022
77 papers
- How Do We Fail? Stress Testing Perception in Autonomous VehiclesEnd-to-end autonomous driving → Adversarial scenarios and safety testing
- Visual Abductive ReasoningLLM reasoning → Multimodal reasoning
- Knowledge Distillation with the Reused Teacher ClassifierKnowledge distillation → General knowledge distillation methods
- Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning
- Medical Dataset Classification for Kurdish Short Text over Social Media
- A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data
- Implementation of an Automated Learning System for Non-experts
- A Systematic Review on Interactive Virtual Reality Laboratory
- RGB-D Neural Radiance Fields: Local Sampling for Faster Training
- AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
- A Robust Optimization Method for Label Noisy Datasets Based on Adaptive Threshold: Adaptive-k
- A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management
- SpeechSplit 2.0: Unsupervised speech disentanglement for voice conversion Without tuning autoencoder Bottlenecks
- NUNet: Deep Learning for Non-Uniform Super-Resolution of Turbulent Flows
- Collaborative Intelligent Reflecting Surface Networks with Multi-Agent Reinforcement Learning
- Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching
- Reverse Engineering of Imperceptible Adversarial Image Perturbations
- Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases
- Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding
- Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
- Discovering dynamical features of Hodgkin-Huxley-type model of physiological neuron using artificial neural network
- RGBD Object Tracking: An In-depth Review
- A comparative analysis of Graph Neural Networks and commonly used machine learning algorithms on fake news detection
- Nash, Conley, and Computation: Impossibility and Incompleteness in Game Dynamics
- Automated Thermal Screening for COVID-19 using Machine Learning
- Robust No-Regret Learning in Min-Max Stackelberg Games
- Feature Selective Transformer for Semantic Image Segmentation
- Probabilistic Registration for Gaussian Process 3D shape modelling in the presence of extensive missing data
- Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos
- Lite Unified Modeling for Discriminative Reading Comprehension
- A Roadmap for Big Model
- Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
- SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
- MQDD: Pre-training of Multimodal Question Duplicity Detection for Software Engineering Domain
- A large scale multi-view RGBD visual affordance learning dataset
- Distributed data analytics
- Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets
- 3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds
- Metropolis-Hastings Data Augmentation for Graph Neural Networks
- Generalization in Automated Process Discovery: A Framework based on Event Log Patterns
- Computationally efficient joint coordination of multiple electric vehicle charging points using reinforcement learning
- V3GAN: Decomposing Background, Foreground and Motion for Video Generation
- Learning to Answer Questions in Dynamic Audio-Visual Scenarios
- Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture
- FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset
- Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages
- Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds
- A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies
- Adaptively Enhancing Facial Expression Crucial Regions via Local Non-Local Joint Network
- Contrastive Graph Learning for Population-based fMRI Classification
- Semantic Segmentation by Early Region Proxy
- Data Augmentation Strategies for Improving Sequential Recommender Systems
- Quantum continual learning of quantum data realizing knowledge backward transfer
- Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application
- Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation
- Model Transformations for Ranking Functions and Total Preorders
- Combining Evolution and Deep Reinforcement Learning for Policy Search: a Survey
- EYNet: Extended YOLO for Airport Detection in Remote Sensing Images
- Learn to Adapt for Monocular Depth Estimation
- Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification
- Transfer of codebook latent factors for cross-domain recommendation with non-overlapping data
- RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
- On the Viability of Monocular Depth Pre-training for Semantic Segmentation
- Current Source Localization Using Deep Prior with Depth Weighting
- Exploring Self-Attention for Visual Intersection Classification
- Autoregressive Linguistic Steganography Based on BERT and Consistency Coding
- Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization
- Augmenting Knowledge Graphs for Better Link Prediction
- Fusing Global and Local Features for Generalized AI-Synthesized Image Detection
- Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution
- Mode decomposition-based time-varying phase synchronization for fMRI Data
- GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection
- A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction
- Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point
- AI-augmented histopathologic review using image analysis to optimize DNA yield and tumor purity from FFPE slides
- Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension
- SolidGen: An Autoregressive Model for Direct B-rep Synthesis