Emotion Classification in a Resource Constrained Language Using Transformer-based Approach Apr 17, 2021 Classification Emotion Classification
Code Code Available Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification Jun 9, 2019 Classification General Classification
Code Code Available Attentional-Biased Stochastic Gradient Descent Dec 13, 2020 Classification General Classification
Code Code Available Enemy Spotted: in-game gun sound dataset for gunshot classification and localization Oct 12, 2022 Classification Sound Classification
Code Code Available Enhancement of Short Text Clustering by Iterative Classification Jan 31, 2020 Classification Clustering
Code Code Available MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Oct 6, 2022 Classification Code Classification
Code Code Available Attention Transfer Network for Aspect-level Sentiment Classification Oct 23, 2020 Classification General Classification
Code Code Available Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images Aug 15, 2023 Classification Diagnostic
Code Code Available ESResNet: Environmental Sound Classification Based on Visual Domain Models Apr 15, 2020 Classification Environmental Sound Classification
Code Code Available AlleNoise: large-scale text classification benchmark dataset with real-world label noise Jun 24, 2024 Classification Learning with noisy labels
Code Code Available 3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Mar 2, 2022 Classification Point Cloud Classification
Code Code Available Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media Sep 7, 2023 Classification Language Modeling
Code Code Available Evaluating the visualization of what a Deep Neural Network has learned Sep 21, 2015 Classification General Classification
Code Code Available Evidential Uncertainty Quantification: A Variance-Based Perspective Nov 19, 2023 Active Learning Classification
Code Code Available ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification Nov 28, 2021 Adversarial Robustness Classification
Code Code Available Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks Dec 2, 2024 Classification Explainable Models
Code Code Available Explanation-Guided Training for Cross-Domain Few-Shot Classification Jul 17, 2020 Classification Cross-Domain Few-Shot
Code Code Available 3D Deformable Convolutions for MRI classification Nov 5, 2019 Classification General Classification
Code Code Available Analysis of skin lesion images with deep learning Jan 11, 2021 Classification Data Augmentation
Code Code Available Exploring Classification Equilibrium in Long-Tailed Object Detection Aug 17, 2021 Classification imbalanced classification
Code Code Available Exploring Foundation Models Fine-Tuning for Cytology Classification Nov 22, 2024 Classification Few-Shot Learning
Code Code Available Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available Extending Logic Explained Networks to Text Classification Nov 4, 2022 Classification Sensitivity
Code Code Available Extreme Classification via Adversarial Softmax Approximation Feb 15, 2020 Classification General Classification
Code Code Available Fair and Optimal Classification via Post-Processing Nov 3, 2022 Attribute Classification
Code Code Available Fairness Constraints: Mechanisms for Fair Classification Jul 19, 2015 Classification Decision Making
Code Code Available Fairness Measures for Regression via Probabilistic Classification Jan 16, 2020 BIG-bench Machine Learning Classification
Code Code Available A Machine Learning Benchmark for Facies Classification Jan 12, 2019 BIG-bench Machine Learning Classification
Code Code Available Fast, Accurate and Interpretable Time Series Classification Through Randomization May 31, 2021 Classification Time Series
Code Code Available FaultNet: A Deep Convolutional Neural Network for bearing fault classification Oct 5, 2020 BIG-bench Machine Learning Classification
Code Code Available FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface Mar 17, 2021 Binary Classification Brain Computer Interface
Code Code Available Feature Generation for Long-tail Classification Nov 10, 2021 Classification Few-Shot Learning
Code Code Available A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces Jan 11, 2024 Classification Computational Efficiency
Code Code Available Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available Few-shot Classification via Adaptive Attention Aug 6, 2020 Classification Few-Shot Learning
Code Code Available Few-Shot Forecasting of Time-Series with Heterogeneous Channels Apr 7, 2022 Classification Time Series
Code Code Available Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier Jan 3, 2021 Classification Cross-Domain Few-Shot
Code Code Available Few-Shot One-Class Classification via Meta-Learning Jul 8, 2020 Anomaly Detection Classification
Code Code Available Few-Shot Open-Set Recognition using Meta-Learning May 27, 2020 Classification General Classification
Code Code Available Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning Mar 12, 2021 Classification Data Augmentation
Code Code Available FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Dec 2, 2021 Artifact Detection Backdoor Attack
Code Code Available Adaptive Differential Denoising for Respiratory Sounds Classification Jun 3, 2025 Audio Classification Classification
Code Code Available Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Mar 31, 2022 Action Localization Classification
Code Code Available Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Mar 8, 2020 Classification Fine-Grained Image Classification
Code Code Available Fine-Grained Visual Classification via Internal Ensemble Learning Transformer Feb 13, 2023 Classification Ensemble Learning
Code Code Available Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification Jan 22, 2022 Classification Hyperspectral Image Classification
Code Code Available Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic Jul 9, 2024 Classification Disentanglement
Code Code Available Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Oct 7, 2021 Classification Medical Image Segmentation
Code Code Available Asymmetric Loss For Multi-Label Classification Sep 29, 2020 Classification General Classification
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