Papers
Sat 13 Aug 2022
64 papers
- Trustworthy Federated Learning via Blockchain
- PECAN: A Product-Quantized Content Addressable Memory Network
- Tinjauan atas Efektivitas Penggunaan Key Opinion Leader (KOL) dalam Penjualan Surat Utang Negara Ritel seri SBR011
- Practical Vertical Federated Learning with Unsupervised Representation Learning
- Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects
- Enhancing Graph Contrastive Learning with Node Similarity
- Feasibility Layer Aided Machine Learning Approach for Day-Ahead Operations
- Machine Learning Based Radiomics for Glial Tumor Classification and Comparison with Volumetric Analysis
- An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs
- A Near-Optimal Algorithm for Univariate Zeroth-Order Budget Convex Optimization
- An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury
- Progressive Multi-scale Light Field Networks
- Simulating Personal Food Consumption Patterns using a Modified Markov Chain
- UAV-CROWD: Violent and non-violent crowd activity simulator from the perspective of UAV
- Learning Linear Non-Gaussian Polytree Models
- BinBert: Binary Code Understanding with a Fine-tunable and Execution-aware Transformer
- Adaptive novelty detection with false discovery rate guarantee
- Inverse Extended Kalman Filter -- Part II: Highly Non-Linear and Uncertain Systems
- Modeling biological face recognition with deep convolutional neural networks
- Locating disparities in machine learning
- A new way of video compression via forward-referencing using deep learning
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
- May the force be with you
- DS-MVSNet: Unsupervised Multi-view Stereo via Depth Synthesis
- Finite Sample Complexity of Sequential Monte Carlo Estimators on Multimodal Target Distributions
- Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes
- Cloud-Based Real-Time Molecular Screening Platform with MolFormer
- Self-Contained Entity Discovery from Captioned Videos
- SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation
- Entropy Induced Pruning Framework for Convolutional Neural Networks
- ULDGNN: A Fragmented UI Layer Detector Based on Graph Neural Networks
- Differentiable Inductive Logic Programming in High-Dimensional Space
- Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification
- Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness
- Modeling Network-level Traffic Flow Transitions on Sparse Data
- Recent Progress in Transformer-based Medical Image Analysis
- Online Refinement of a Scene Recognition Model for Mobile Robots by Observing Human's Interaction with Environments
- Granular Directed Rough Sets, Concept Organization and Soft Clustering
- Opinion Market Model: Stemming Far-Right Opinion Spread using Positive Interventions
- Riemannian accelerated gradient methods via extrapolation
- Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
- A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection
- A Study of Demographic Bias in CNN-based Brain MR Segmentation
- Interpreting BERT-based Text Similarity via Activation and Saliency Maps
- MetricBERT: Text Representation Learning via Self-Supervised Triplet Training
- Incoporating Weighted Board Learning System for Accurate Occupational Pneumoconiosis Staging
- Combating Label Distribution Shift for Active Domain Adaptation
- An Adam-adjusting-antennae BAS Algorithm for Refining Latent Factors
- Self-supervised Matting-specific Portrait Enhancement and Generation
- Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer
- Recognition of All Categories of Entities by AI
- Enhanced Vehicle Re-identification for ITS: A Feature Fusion approach using Deep Learning
- GEDI: A Graph-based End-to-end Data Imputation Framework
- Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge
- On the Limitations of Continual Learning for Malware Classification
- Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-Localization
- A Novel Regularization Approach to Fair ML
- BenchPress: A Deep Active Benchmark Generator
- Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation
- Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning
- Transferable Adversarial Examples with Bayes Approach
- Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons
- Double Auctions with Two-sided Bandit Feedback
- SNGuess: A method for the selection of young extragalactic transients