I-SplitEE: Image classification in Split Computing DNNs with Early Exits Jan 19, 2024 Computational Efficiency 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 PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans Aug 25, 2023 Explainable Artificial Intelligence (XAI) Fine-Grained Image Classification
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 IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation Mar 18, 2024 Contrastive Learning Data 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 ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mar 2, 2022 Density Estimation 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 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 Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic Labels Apr 13, 2023 Binary Classification Earth Observation
Code Code Available 05 Invariant Shape Representation Learning For Image Classification Nov 19, 2024 Classification image-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 Is it enough to optimize CNN architectures on ImageNet? Mar 16, 2021 image-classification Image Classification
Code Code Available 05 Kernel Normalized Convolutional Networks May 20, 2022 Federated Learning image-classification
Code Code Available 05 Are LSTMs Good Few-Shot Learners? Oct 22, 2023 Few-Shot Image Classification Few-Shot Learning
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 A Group-Theoretic Framework for Data Augmentation Jul 25, 2019 Data Augmentation Image Classification
Code Code Available 05 Invariant backpropagation: how to train a transformation-invariant neural network Feb 16, 2015 Classification Data Augmentation
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 Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification May 6, 2024 image-classification Image Classification
Code Code Available 05 Intra-class Patch Swap for Self-Distillation May 20, 2025 image-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 Combined Depth Space based Architecture Search For Person Re-identification Apr 9, 2021 image-classification Image 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 A Contrastive Knowledge Transfer Framework for Model Compression and Transfer Learning Mar 14, 2023 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 Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Jul 11, 2022 Domain Generalization image-classification
Code Code Available 05 Adversarial Teacher-Student Representation Learning for Domain Generalization Dec 1, 2021 Data Augmentation Domain Generalization
Code Code Available 05 An Intelligent Remote Sensing Image Quality Inspection System Jul 22, 2023 image-classification Image Classification
Code Code Available 05 ColorNet: Investigating the importance of color spaces for image classification Feb 1, 2019 Classification General Classification
Code Code Available 05 ColorNet -- Estimating Colorfulness in Natural Images Aug 22, 2019 Image Classification
Code Code Available 05 ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders Jul 17, 2024 Image Classification Instance Segmentation
Code Code Available 05 Architectural Vision for Quantum Computing in the Edge-Cloud Continuum May 9, 2023 Collaborative Inference Distributed Computing
Code Code Available 05 Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification Feb 19, 2024 Classification Continual Learning
Code Code Available 05 Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks Dec 20, 2020 image-classification Image Classification
Code Code Available 05 ARC: Anchored Representation Clouds for High-Resolution INR Classification Mar 19, 2025 ARC Attribute
Code Code Available 05 Intelligent Multi-View Test Time Augmentation Jun 12, 2024 Classification image-classification
Code Code Available 05 Interferometric Neural Networks Oct 25, 2023 Astronomy Combinatorial Optimization
Code Code Available 05 Instance-dependent Label Distribution Estimation for Learning with Label Noise Dec 16, 2022 image-classification Image Classification
Code Code Available 05 A Rate-Distortion Framework for Explaining Neural Network Decisions May 27, 2019 General Classification image-classification
Code Code Available 05 Instance Temperature Knowledge Distillation Jun 27, 2024 Decision Making Efficient Exploration
Code Code Available 05 Adversarial Structure Matching for Structured Prediction Tasks May 18, 2018 Depth Estimation image-classification
Code Code Available 05 Instilling Inductive Biases with Subnetworks Oct 17, 2023 image-classification Image Classification
Code Code Available 05 Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification Feb 21, 2018 Classification General Classification
Code Code Available 05 Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification Aug 2, 2024 Computational Efficiency Hyperspectral Image Classification
Code Code Available 05 Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise Aug 12, 2019 image-classification Image Classification
Code Code Available 05 Interlocking Backpropagation: Improving depthwise model-parallelism Oct 8, 2020 image-classification Image Classification
Code Code Available 05 Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation Jun 20, 2016 Image Augmentation image-classification
Code Code Available 05 A Quantization-Friendly Separable Convolution for MobileNets Mar 22, 2018 Edge-computing GPU
Code Code Available 05 Cold Case: The Lost MNIST Digits May 25, 2019 Attribute Image Classification
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