Papers
Sat 29 Apr 2023
81 papers
- A Coupled Flow Approach to Imitation LearningOffline RL and imitation learning from data → Diffusion and flow policies for offline RL
- Advanced Medical Image Representation for Efficient Processing and Transfer in Multisite Clouds
- An Extensible Multimodal Multi-task Object Dataset with Materials
- Systematic Review on Reinforcement Learning in the Field of Fintech
- QICHWABASE: A Quechua Language and Knowledge Base for Quechua Communities
- POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
- A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels
- Can ChatGPT Pass An Introductory Level Functional Language Programming Course?
- Conditional Graph Information Bottleneck for Molecular Relational Learning
- Spectral clustering in the Gaussian mixture block model
- MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer
- Embedding Aggregation for Forensic Facial Comparison
- POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models
- Modality-invariant Visual Odometry for Embodied Vision
- FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection
- Representing Additive Gaussian Processes by Sparse Matrices
- Leveraging Data Mining Algorithms to Recommend Source Code Changes
- Toward L_∞-recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields
- Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data
- Learning to Re-rank with Constrained Meta-Optimal Transport
- The Ideal Continual Learner: An Agent That Never Forgets
- InfraDet3D: Multi-Modal 3D Object Detection based on Roadside Infrastructure Camera and LiDAR Sensors
- Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning
- A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality
- A Cognitive Account of the Puzzle of Ideography
- Improving Classification of Retinal Fundus Image Using Flow Dynamics Optimized Deep Learning Methods
- Polyp-SAM: Transfer SAM for Polyp Segmentation
- Students' Voices on Generative AI: Perceptions, Benefits, and Challenges in Higher Education
- An Efficient Plane Extraction Approach for Bundle Adjustment on LiDAR Point clouds
- Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning
- NSLF-OL: Online Learning of Neural Surface Light Fields alongside Real-time Incremental 3D Reconstruction
- A Comprehensive AI Policy Education Framework for University Teaching and Learning
- Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected
- Optimal Transport Based Unsupervised Restoration Learning Exploiting Degradation Sparsity
- A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges
- Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention
- Ensemble Learning for CME Arrival Time Prediction
- Brain Tumor Segmentation from MRI Images using Deep Learning Techniques
- Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning
- A Direct Sampling-Based Deep Learning Approach for Inverse Medium Scattering Problems
- Leveraging Unlabelled Data in Multiple-Instance Learning Problems for Improved Detection of Parkinsonian Tremor in Free-Living Conditions
- Industry Classification Using a Novel Financial Time-Series Case Representation
- A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans
- When Deep Learning Meets Polyhedral Theory: A Survey
- The FAIRy Tale of Genetic Algorithms
- A Review of ChatGPT Applications in Education, Marketing, Software Engineering, and Healthcare: Benefits, Drawbacks, and Research Directions
- Towards machine learning guided by best practices
- Accelerated and Inexpensive Machine Learning for Manufacturing Processes with Incomplete Mechanistic Knowledge
- Sensor Equivariance by LiDAR Projection Images
- Relaxed forced choice improves performance of visual quality assessment methods
- Still no evidence for an effect of the proportion of non-native speakers on language complexity -- A response to Kauhanen, Einhaus & Walkden (2023)
- Physics-Guided Graph Neural Networks for Real-time AC/DC Power Flow Analysis
- EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations
- ShipHullGAN: A generic parametric modeller for ship hull design using deep convolutional generative model
- Deep Learning Based Channel Estimation in High Mobility Communications Using Bi-RNN Networks
- CARLA-BSP: a simulated dataset with pedestrians
- Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT
- Data-Driven Subgroup Identification for Linear Regression
- Searching from Area to Point: A Hierarchical Framework for Semantic-Geometric Combined Feature Matching
- Real-Time Superficial Vein Imaging System for Observing Abnormalities on Vascular Structures
- New Characterizations and Efficient Local Search for General Integer Linear Programming
- Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework
- TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation
- An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System
- The Combination of Metal Oxides as Oxide Layers for RRAM and Artificial Intelligence
- Enhancing Video Super-Resolution via Implicit Resampling-based Alignment
- Beyond Prediction: On-street Parking Recommendation using Heterogeneous Graph-based List-wise Ranking
- ViewFormer: View Set Attention for Multi-view 3D Shape Understanding
- Taming graph kernels with random features
- Learning to Seek: Multi-Agent Online Source Seeking Against Non-Stochastic Disturbances
- Limits of Model Selection under Transfer Learning
- X-ray Recognition: Patient identification from X-rays using a contrastive objective
- Visualizing chest X-ray dataset biases using GANs
- Sequential Predictive Two-Sample and Independence Testing
- Space reduction techniques for the 3-wise Kemeny problem
- Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks
- Optimizing the AI Development Process by Providing the Best Support Environment
- Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences
- LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization
- Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints
- Adversarial Representation Learning for Robust Privacy Preservation in Audio