Efficient NLP Model Finetuning via Multistage Data Filtering Jul 28, 2022 Classification model
Code Code Available Text Classification in Memristor-based Spiking Neural Networks Jul 27, 2022 Classification image-classification
Code Code Available Multi-layer Representation Learning for Robust OOD Image Classification Jul 27, 2022 Classification image-classification
— Unverified When BERT Fails -- The Limits of EHR Classification Jul 26, 2022 Classification Readmission Prediction
— Unverified Infant movement classification through pressure distribution analysis Jul 26, 2022 Classification
— Unverified A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Jul 26, 2022 Classification intent-classification
— Unverified Tracking Every Thing in the Wild Jul 26, 2022 Benchmarking Classification
Code Code Available From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence Jul 26, 2022 Classification Explainable artificial intelligence
— Unverified dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification Jul 25, 2022 Classification Explainable Models
Code Code Available An Encryption Method of ConvMixer Models without Performance Degradation Jul 25, 2022 Adversarial Defense Classification
— Unverified Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification Jul 25, 2022 Classification Diversity
— Unverified Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Jul 25, 2022 Classification Domain Generalization
Code Code Available Efficient Classification with Counterfactual Reasoning and Active Learning Jul 25, 2022 Active Learning Classification
Code Code Available HouseX: A Fine-grained House Music Dataset and its Potential in the Music Industry Jul 24, 2022 Classification Sound Classification
Code Code Available Better Reasoning Behind Classification Predictions with BERT for Fake News Detection Jul 23, 2022 Classification Fake News Detection
— Unverified Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification Jul 23, 2022 Classification Time Series
— Unverified FastATDC: Fast Anomalous Trajectory Detection and Classification Jul 23, 2022 Classification
— Unverified Self-supervised contrastive learning of echocardiogram videos enables label-efficient cardiac disease diagnosis Jul 23, 2022 Classification Contrastive Learning
Code Code Available Low-complexity CNNs for Acoustic Scene Classification Jul 23, 2022 Acoustic Scene Classification Classification
— Unverified Arbitrary Style Transfer with Structure Enhancement by Combining the Global and Local Loss Jul 23, 2022 Classification Style Transfer
— Unverified Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task" Jul 22, 2022 Classification EEG
— Unverified Classification via score-based generative modelling Jul 22, 2022 Binary Classification Classification
— Unverified Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification Jul 21, 2022 Classification Point Cloud Classification
Code Code Available Sequence Models for Drone vs Bird Classification Jul 21, 2022 Classification object-detection
— Unverified Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding Jul 20, 2022 Brain Decoding Classification
— Unverified Discrete-Constrained Regression for Local Counting Models Jul 20, 2022 Age Estimation Classification
Code Code Available Investigation of deep learning models on identification of minimum signal length for precise classification of conveyor rubber belt loads Jul 19, 2022 Classification
Code Code Available Classification of Stress via Ambulatory ECG and GSR Data Jul 19, 2022 Classification Imputation
Code Code Available Bayesian Evidential Learning for Few-Shot Classification Jul 19, 2022 Classification Metric Learning
— Unverified You Actually Look Twice At it (YALTAi): using an object detection approach instead of region segmentation within the Kraken engine Jul 19, 2022 Classification object-detection
Code Code Available Invariant Feature Learning for Generalized Long-Tailed Classification Jul 19, 2022 Attribute Classification
Code Code Available Decorrelative Network Architecture for Robust Electrocardiogram Classification Jul 19, 2022 Adversarial Attack Adversarial Defense
Code Code Available Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification Jul 19, 2022 Classification Clustering
— Unverified Adaptive Learning for the Resource-Constrained Classification Problem Jul 19, 2022 Classification Defect Detection
— Unverified A Convolutional Neural Network Approach to Supernova Time-Series Classification Jul 19, 2022 Classification Time Series
— Unverified LR-Net: A Block-based Convolutional Neural Network for Low-Resolution Image Classification Jul 19, 2022 Classification image-classification
Code Code Available Benchmarking Machine Learning Robustness in Covid-19 Genome Sequence Classification Jul 18, 2022 Benchmarking BIG-bench Machine Learning
Code Code Available Consistent Polyhedral Surrogates for Top-k Classification and Variants Jul 18, 2022 Classification image-classification
— Unverified Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative Robotics Jul 18, 2022 Classification EEG
Code Code Available Multi-manifold Attention for Vision Transformers Jul 18, 2022 Action Recognition Classification
— Unverified Deep Sequence Models for Text Classification Tasks Jul 18, 2022 Classification Information Retrieval
— Unverified Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation Jul 18, 2022 Classification Fine-Grained Image Classification
Code Code Available When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes Jul 18, 2022 Classification Fairness
— Unverified Zero-Shot Temporal Action Detection via Vision-Language Prompting Jul 17, 2022 Action Detection Classification
Code Code Available MDM: Multiple Dynamic Masks for Visual Explanation of Neural Networks Jul 17, 2022 Classification
— Unverified Gigapixel Whole-Slide Images Classification using Locally Supervised Learning Jul 17, 2022 Classification GPU
Code Code Available Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification Jul 16, 2022 Classification Classification Of Hyperspectral Images
— Unverified Class-Incremental Lifelong Learning in Multi-Label Classification Jul 16, 2022 Classification Lifelong learning
Code Code Available Transfer learning for time series classification using synthetic data generation Jul 16, 2022 Classification regression
Code Code Available Continual Learning For On-Device Environmental Sound Classification Jul 15, 2022 Classification Computational Efficiency
Code Code Available 