Papers
Sat 7 Jan 2023
48 papers
- Why do Nearest Neighbor Language Models Work?Retrieval-augmented generation → Generation and context integration
- A Novel Improved Mask RCNN for Multiple Targets Detection in the Indoor Complex Scenes
- The Role of Digital Agriculture in Transforming Rural Areas into Smart Villages
- Graph-based Keyword Planning for Legal Clause Generation from Topics
- A Personalized Utterance Style (PUS) based Dialogue Strategy for Efficient Service Requirement Elicitation
- Adversarial training with informed data selection
- IronForge: An Open, Secure, Fair, Decentralized Federated Learning
- GA-Aided Directivity in Volumetric and Planar Massive-Antenna Array Design
- Advancing 3D finger knuckle recognition via deep feature learning
- Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
- Markov Chain Concentration with an Application in Reinforcement Learning
- Multiclass Semantic Segmentation to Identify Anatomical Sub-Regions of Brain and Measure Neuronal Health in Parkinson's Disease
- Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings
- Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology
- Towards early prediction of neurodevelopmental disorders: Computational model for Face Touch and Self-adaptors in Infants
- How to Allocate your Label Budget? Choosing between Active Learning and Learning to Reject in Anomaly Detection
- REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service
- Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
- k-Means SubClustering: A Differentially Private Algorithm with Improved Clustering Quality
- Perceptual-Neural-Physical Sound Matching
- Deep Learning for Mean Field Games with non-separable Hamiltonians
- GAN-Based Content Generation of Maps for Strategy Games
- "It's a Match!" -- A Benchmark of Task Affinity Scores for Joint Learning
- Machine Learning to Estimate Gross Loss of Jewelry for Wax Patterns
- Sublinear Time Algorithms for Several Geometric Optimization (With Outliers) Problems In Machine Learning
- Deep Learning-Based UAV Aerial Triangulation without Image Control Points
- The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage
- Dynamic Local Feature Aggregation for Learning on Point Clouds
- Image Data Augmentation Approaches: A Comprehensive Survey and Future directions
- ExcelFormer: A neural network surpassing GBDTs on tabular data
- App Review Driven Collaborative Bug Finding
- Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers
- A Brain-inspired Memory Transformation based Differentiable Neural Computer for Reasoning-based Question Answering
- RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm
- A Lite Fireworks Algorithm for Optimization
- Linguistic-style-aware Neural Networks for Fake News Detection
- Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment
- Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders
- CGI-Stereo: Accurate and Real-Time Stereo Matching via Context and Geometry Interaction
- Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules
- Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching
- Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge Alignment
- Visual Story Generation Based on Emotion and Keywords
- Building a Parallel Corpus and Training Translation Models Between Luganda and English
- Mathematical Models and Reinforcement Learning based Evolutionary Algorithm Framework for Satellite Scheduling Problem
- Active Learning Guided by Efficient Surrogate Learners
- What is a decision problem?
- Mimicking non-ideal instrument behavior for hologram processing using neural style translation