Papers
Sat 5 Nov 2022
76 papers
- The Legal Argument Reasoning Task in Civil ProcedureLLM reasoning → Reasoning for agents, planning and code
- Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillationKnowledge distillation → Speech and audio distillation
- A Synthetic Dataset for 5G UAV Attacks Based on Observable Network Parameters
- Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions
- A review of TinyML
- FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
- Quantum Deep Dreaming: A Novel Approach for Quantum Circuit Design
- Toward Human-AI Co-creation to Accelerate Material Discovery
- A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting
- Differentiable Neural Computers with Memory Demon
- Event and Entity Extraction from Generated Video Captions
- Disentangling Content and Motion for Text-Based Neural Video Manipulation
- A Comparison of Automatic Labelling Approaches for Sentiment Analysis
- Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery
- Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture
- Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference
- Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies
- Can Ensemble of Classifiers Provide Better Recognition Results in Packaging Activity?
- Privacy-Preserving Models for Legal Natural Language Processing
- A Comparative Analysis of the Face Recognition Methods in Video Surveillance Scenarios
- Prototypical quadruplet for few-shot class incremental learning
- Predicting Treatment Adherence of Tuberculosis Patients at Scale
- Small Language Models for Tabular Data
- Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block
- Quantization Adaptor for Bit-Level Deep Learning-Based Massive MIMO CSI Feedback
- Learning the shape of protein micro-environments with a holographic convolutional neural network
- Efficient Cavity Searching for Gene Network of Influenza A Virus
- 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems
- Toward Neural Network Simulation of Variational Quantum Algorithms
- Unsupervised Machine Learning for Explainable Health Care Fraud Detection
- Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty
- Beyond Hawkes: Neural Multi-event Forecasting on Spatio-temporal Point Processes
- GmGM: a Fast Multi-Axis Gaussian Graphical Model
- A Filtering-based General Approach to Learning Rational Constraints of Epistemic Graphs
- ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation
- Robust Reflection Removal with Flash-only Cues in the Wild
- New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound
- ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme
- HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification
- Grassmann Manifold Flows for Stable Shape Generation
- Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing
- Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning
- Learning Product Graphs from Spectral Templates
- SizeGAN: Improving Size Representation in Clothing Catalogs
- Pitfalls of Climate Network Construction: A Statistical Perspective
- HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
- Textual Manifold-based Defense Against Natural Language Adversarial Examples
- Improved Techniques for the Conditional Generative Augmentation of Clinical Audio Data
- Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
- Lightweight 3D Convolutional Neural Network for Schizophrenia diagnosis using MRI Images and Ensemble Bagging Classifier
- BEKG: A Built Environment Knowledge Graph
- Inductive Graph Transformer for Delivery Time Estimation
- Feature Selection for Classification with QAOA
- Towards a methodology for addressing missingness in datasets, with an application to demographic health datasets
- Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training
- Aligning Recommendation and Conversation via Dual Imitation
- Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder
- Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift
- A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication
- Learning Fabric Manipulation in the Real World with Human Videos
- Deep Face Restoration: A Survey
- Discovering ordinary differential equations that govern time-series
- A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification
- EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs
- PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training
- Evaluation of Automated Speech Recognition Systems for Conversational Speech: A Linguistic Perspective
- From Cubes to Networks: Fast Generic Model for Synthetic Networks Generation
- Hierarchical Multi-Label Classification of Scientific Documents
- LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers
- KSS-ICP: Point Cloud Registration based on Kendall Shape Space
- Modified EDAS Method Based on Cumulative Prospect Theory for Multiple Attributes Group Decision Making with Interval-valued Intuitionistic Fuzzy Information
- Evaluating Novel Mask-RCNN Architectures for Ear Mask Segmentation
- Local Manifold Augmentation for Multiview Semantic Consistency
- Multi-Objective Evolutionary for Object Detection Mobile Architectures Search
- Forecasting User Interests Through Topic Tag Predictions in Online Health Communities
- Robot Basics: Representation, Rotation and Velocity