Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 15 A graph-transformer for whole slide image classification May 19, 2022 Classification Contrastive Learning
Code Code Available 15 A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classification Feb 14, 2025 Hyperspectral Image Classification image-classification
Code Code Available 15 μNAS: Constrained Neural Architecture Search for Microcontrollers Oct 27, 2020 image-classification Image Classification
Code Code Available 15 Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning Dec 16, 2023 image-classification Image Classification
Code Code Available 15 CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Apr 23, 2024 image-classification Image Classification
Code Code Available 15 Designing Network Design Spaces Mar 30, 2020 Image Classification Out-of-Distribution Generalization
Code Code Available 15 DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 15 A self-interpretable module for deep image classification on small data Aug 5, 2022 image-classification Image Classification
Code Code Available 05 Successive Embedding and Classification Loss for Aerial Image Classification Dec 5, 2017 Classification Clustering
Code Code Available 05 A second-order-like optimizer with adaptive gradient scaling for deep learning Oct 8, 2024 Image Classification Language Modelling
Code Code Available 05 An Iteratively Optimized Patch Label Inference Network for Automatic Pavement Distress Detection May 27, 2020 image-classification Image Classification
Code Code Available 05 Compressing Vision Transformers for Low-Resource Visual Learning Sep 5, 2023 Autonomous Navigation image-classification
Code Code Available 05 ISyNet: Convolutional Neural Networks design for AI accelerator Sep 4, 2021 Image Classification Neural Architecture Search
Code Code Available 05 Joint Learning of Neural Networks via Iterative Reweighted Least Squares May 16, 2019 General Classification image-classification
Code Code Available 05 A Scalable Quantum Non-local Neural Network for Image Classification Jul 26, 2024 Binary Classification image-classification
Code Code Available 05 Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning May 21, 2021 image-classification Image Classification
Code Code Available 05 I-SplitEE: Image classification in Split Computing DNNs with Early Exits Jan 19, 2024 Computational Efficiency image-classification
Code Code Available 05 Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models Aug 5, 2018 General Classification image-classification
Code Code Available 05 Compress image to patches for Vision Transformer Feb 14, 2025 Image Classification Inductive Bias
Code Code Available 05 Compressed learning based onboard semantic compression for remote sensing platforms Sep 3, 2024 Earth Observation image-classification
Code Code Available 05 Compressed Learning: A Deep Neural Network Approach Oct 30, 2016 General Classification image-classification
Code Code Available 05 Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Jan 9, 2019 image-classification Image Classification
Code Code Available 05 Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation Jul 13, 2022 image-classification Image Classification
Code Code Available 05 Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Jul 22, 2024 Domain Adaptation image-classification
Code Code Available 05 Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity Feb 15, 2024 Federated Learning image-classification
Code Code Available 05 Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning Aug 30, 2022 Contrastive Learning Image Augmentation
Code Code Available 05 Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack Detection Nov 21, 2023 image-classification Image Classification
Code Code Available 05 IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation Mar 18, 2024 Contrastive Learning Data Augmentation
Code Code Available 05 Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model Mar 1, 2024 Fine-Grained Image Classification image-classification
Code Code Available 05 Invariant Shape Representation Learning For Image Classification Nov 19, 2024 Classification image-classification
Code Code Available 05 Compositional Model based Fisher Vector Coding for Image Classification Jan 16, 2016 Classification General Classification
Code Code Available 05 Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions May 9, 2023 Adversarial Robustness Data Augmentation
Code Code Available 05 Artificial intelligence based glaucoma and diabetic retinopathy detection using MATLAB — retrained AlexNet convolutional neural network Jan 5, 2023 Diabetic Retinopathy Detection Diagnostic
Code Code Available 05 Invariant backpropagation: how to train a transformation-invariant neural network Feb 16, 2015 Classification Data Augmentation
Code Code Available 05 Artificial 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 05 A Group-Theoretic Framework for Data Augmentation Jul 25, 2019 Data Augmentation Image Classification
Code Code Available 05 Intra-class Patch Swap for Self-Distillation May 20, 2025 image-classification Image Classification
Code Code Available 05 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification Oct 6, 2024 Classification Domain Generalization
Code Code Available 05 Invariance encoding in sliced-Wasserstein space for image classification with limited training data Jan 9, 2022 Data Augmentation image-classification
Code Code Available 05 Is it enough to optimize CNN architectures on ImageNet? Mar 16, 2021 image-classification Image Classification
Code Code Available 05 Joint Optimization Framework for Learning with Noisy Labels Mar 30, 2018 General Classification image-classification
Code Code Available 05 Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays Dec 17, 2021 Classification image-classification
Code Code Available 05 Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach Jul 21, 2020 Few-Shot Image Classification Few-Shot Learning
Code Code Available 05 A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and Retrieval Aug 1, 2022 image-classification Image Classification
Code Code Available 05 InterpNET: Neural Introspection for Interpretable Deep Learning Oct 26, 2017 Classification Deep Learning
Code Code Available 05 Competing Ratio Loss for Discriminative Multi-class Image Classification Dec 25, 2019 Age Estimation Classification
Code Code Available 05 Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Nov 30, 2017 General Classification image-classification
Code Code Available 05 An Intelligent Remote Sensing Image Quality Inspection System Jul 22, 2023 image-classification Image Classification
Code Code Available 05 Interferometric Neural Networks Oct 25, 2023 Astronomy Combinatorial Optimization
Code Code Available 05