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Code Code Available 0Compress image to patches for Vision Transformer Feb 14, 2025 Image Classification Inductive Bias
Code Code Available 0Compressed learning based onboard semantic compression for remote sensing platforms Sep 3, 2024 Earth Observation image-classification
Code Code Available 0Compressed Learning: A Deep Neural Network Approach Oct 30, 2016 General Classification image-classification
Code Code Available 0A Scalable Quantum Non-local Neural Network for Image Classification Jul 26, 2024 Binary Classification image-classification
Code Code Available 0Rewriting the Budget: A General Framework for Black-Box Attacks Under Cost Asymmetry Jun 7, 2025 image-classification Image Classification
Code Code Available 0Reweighting Augmented Samples by Minimizing the Maximal Expected Loss Mar 16, 2021 Data Augmentation Image Augmentation
Code Code Available 0Federated Unlearning via Class-Discriminative Pruning Oct 22, 2021 Federated Learning image-classification
Code Code Available 0Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients Apr 8, 2025 Federated Learning image-classification
Code Code Available 0Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks Nov 30, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 0Revisiting the Calibration of Modern Neural Networks Jun 15, 2021 image-classification Image Classification
Code Code Available 0Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning Aug 30, 2022 Contrastive Learning Image Augmentation
Code Code Available 0Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification Jun 23, 2022 image-classification Image Classification
Code Code Available 0Revisiting lp-constrained Softmax Loss: A Comprehensive Study Jun 20, 2022 Classification image-classification
Code Code Available 0Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning Mar 28, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 0Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data Jun 1, 2022 Federated Learning image-classification
Code Code Available 0Compositional Model based Fisher Vector Coding for Image Classification Jan 16, 2016 Classification General Classification
Code Code Available 0Revisiting Data Augmentation for Ultrasound Images Jan 22, 2025 Data Augmentation image-classification
Code Code Available 0Revisiting CroPA: A Reproducibility Study and Enhancements for Cross-Prompt Adversarial Transferability in Vision-Language Models Jun 28, 2025 image-classification Image Classification
Code Code Available 0Revisiting Batch Normalization For Practical Domain Adaptation Mar 15, 2016 Domain Adaptation image-classification
Code Code Available 0Federated learning compression designed for lightweight communications Oct 23, 2023 Cloud Computing Federated Learning
Code Code Available 0Federated Active Learning for Target Domain Generalisation Dec 4, 2023 Active Learning Federated Learning
Code Code Available 0Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness May 31, 2019 Adversarial Attack Adversarial Attack Detection
Code Code Available 0REVEL Framework to measure Local Linear Explanations for black-box models: Deep Learning Image Classification case of study Nov 11, 2022 Descriptive Explainable artificial intelligence
Code Code Available 0Revealing and Protecting Labels in Distributed Training Oct 31, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 0FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning Dec 5, 2024 Federated Learning image-classification
Code Code Available 0Artificial intelligence based glaucoma and diabetic retinopathy detection using MATLAB — retrained AlexNet convolutional neural network Jan 5, 2023 Diabetic Retinopathy Detection Diagnostic
Code Code Available 0Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data Nov 6, 2017 Classification General Classification
Code Code Available 0Retinal Fundus Multi-Disease Image Classification using Hybrid CNN-Transformer-Ensemble Architectures Mar 27, 2025 Computational Efficiency Diagnostic
Code Code Available 0Delving into the Openness of CLIP Jun 4, 2022 image-classification Image Classification
Code Code Available 0Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Dec 13, 2017 Action Classification Action Detection
Code Code Available 0Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator Nov 25, 2019 Classification Fine-Grained Image Classification
Code Code Available 0Feature transforms for image data augmentation Jan 24, 2022 Data Augmentation image-classification
Code Code Available 0Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach Jul 21, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 0Rethinking Normalization and Elimination Singularity in Neural Networks Nov 21, 2019 image-classification Image Classification
Code Code Available 0Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures Dec 14, 2018 General Classification image-classification
Code Code Available 0Rethinking Label Smoothing on Multi-hop Question Answering Dec 19, 2022 Image Classification Machine Reading Comprehension
Code Code Available 0Feature Normalized Knowledge Distillation for Image Classification Aug 1, 2020 Classification General Classification
Code Code Available 0Competing Ratio Loss for Discriminative Multi-class Image Classification Dec 25, 2019 Age Estimation Classification
Code Code Available 0A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and Retrieval Aug 1, 2022 image-classification Image Classification
Code Code Available 0Rethinking Feature Distribution for Loss Functions in Image Classification Mar 8, 2018 Classification General Classification
Code Code Available 0Rethinking deep active learning: Using unlabeled data at model training Nov 19, 2019 Active Learning image-classification
Code Code Available 0Feature Fusion via Multiresolution Compressive Measurement Matrix Analysis For Spectral Image Classification Sep 15, 2020 Classification image-classification
Code Code Available 0ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition Sep 3, 2024 Action Recognition image-classification
Code Code Available 0Resolution-Invariant Image Classification based on Fourier Neural Operators Apr 2, 2023 Classification image-classification
Code Code Available 0Feature Denoising for Improving Adversarial Robustness Dec 9, 2018 Adversarial Defense Adversarial Robustness
Code Code Available 0ARMA Nets: Expanding Receptive Field for Dense Prediction Feb 15, 2020 image-classification Image Classification
Code Code Available 0ResNet-like Architecture with Low Hardware Requirements Sep 15, 2020 Edge-computing General Classification
Code Code Available 0Comparison Knowledge Translation for Generalizable Image Classification May 7, 2022 Classification image-classification
Code Code Available 0Feasible Learning Jan 24, 2025 image-classification Image Classification
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