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Code Code Available 0Analysing Training-Data Leakage from Gradients through Linear Systems and Gradient Matching Oct 20, 2022 Attribute image-classification
Code Code Available 0Efficient Global Neural Architecture Search Feb 8, 2025 Face Recognition Image Classification
Code Code Available 0Efficient Feature Compression for Edge-Cloud Systems Nov 17, 2022 Classification Feature Compression
Code Code Available 0Efficient Dynamic Attention 3D Convolution for Hyperspectral Image Classification Mar 30, 2025 Hyperspectral Image Classification image-classification
Code Code Available 0Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images May 24, 2024 Domain Generalization image-classification
Code Code Available 0Reproducibility study of "LICO: Explainable Models with Language-Image Consistency" Oct 17, 2024 Explainable Models image-classification
Code Code Available 0Group Downsampling with Equivariant Anti-aliasing Apr 24, 2025 image-classification Image Classification
Code Code Available 0Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet Oct 14, 2021 Image Classification
Code Code Available 0Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference Jun 21, 2023 image-classification Image Classification
Code Code Available 0Fourier Transform Approximation as an Auxiliary Task for Image Classification Jun 22, 2021 Classification image-classification
Code Code Available 0Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification May 10, 2023 Computational Efficiency image-classification
Code Code Available 0Efficient Decentralized Deep Learning by Dynamic Model Averaging Jul 9, 2018 Autonomous Driving Deep Learning
Code Code Available 0Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising Nov 29, 2024 Denoising Diagnostic
Code Code Available 0A Data-Driven Measure of Relative Uncertainty for Misclassification Detection Jun 2, 2023 image-classification Image Classification
Code Code Available 0Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available 0An All-digital 8.6-nJ/Frame 65-nm Tsetlin Machine Image Classification Accelerator Jan 31, 2025 All image-classification
Code Code Available 0An Algorithm for Out-Of-Distribution Attack to Neural Network Encoder Sep 17, 2020 Dimensionality Reduction General Classification
Code Code Available 0Efficient CNN Architecture Design Guided by Visualization Jul 21, 2022 Image Classification
Code Code Available 0Guarantees of confidentiality via Hammersley-Chapman-Robbins bounds Apr 3, 2024 image-classification Image Classification
Code Code Available 0Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks Dec 24, 2018 image-classification Image Classification
Code Code Available 0Context-Gated Convolution Oct 12, 2019 Action Recognition image-classification
Code Code Available 0Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps Jan 8, 2019 Benchmarking CPU
Code Code Available 0Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud Dec 30, 2021 Feature Compression Image Classification
Code Code Available 0Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features Nov 18, 2019 Clustering Data Augmentation
Code Code Available 0H²O: Heatmap by Hierarchical Occlusion Sep 20, 2023 image-classification Image Classification
Code Code Available 0Reproduction Report on "Learn to Pay Attention" Dec 11, 2018 General Classification image-classification
Code Code Available 0Can language-guided unsupervised adaptation improve medical image classification using unpaired images and texts? Sep 3, 2024 image-classification Image Classification
Code Code Available 0Efficient Automatic Machine Learning via Design Graphs Oct 21, 2022 AutoML Graph Classification
Code Code Available 0Constrained Linear Data-feature Mapping for Image Classification Nov 23, 2019 Classification General Classification
Code Code Available 0Constrained Labeling for Weakly Supervised Learning Sep 15, 2020 image-classification Image Classification
Code Code Available 0MEGCF: Multimodal Entity Graph Collaborative Filtering for Personalized Recommendation Oct 14, 2022 Collaborative Filtering image-classification
Code Code Available 0Efficient Architecture Search by Network Transformation Jul 16, 2017 Image Classification Neural Architecture Search
Code Code Available 0Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification Jan 22, 2024 Classification Hyperspectral Image Classification
Code Code Available 0Pyramid Adversarial Training Improves ViT Performance Nov 30, 2021 Adversarial Attack Data Augmentation
Code Code Available 0An AI-Powered VVPAT Counter for Elections in India Dec 9, 2022 Few-Shot Learning Image Classification
Code Code Available 0Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Jan 14, 2024 GPU image-classification
Code Code Available 0Membership Inference Attacks on Lottery Ticket Networks Aug 7, 2021 image-classification Image Classification
Code Code Available 0Hard Negative Sample Mining for Whole Slide Image Classification Oct 3, 2024 image-classification Image Classification
Code Code Available 0Efficient and Generic 1D Dilated Convolution Layer for Deep Learning Apr 16, 2021 CPU Deep Learning
Code Code Available 0Efficient and Differentiable Conformal Prediction with General Function Classes Feb 22, 2022 Conformal Prediction image-classification
Code Code Available 0Hardware Acceleration for Real-Time Wildfire Detection Onboard Drone Networks Jan 16, 2024 Classification image-classification
Code Code Available 0Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics May 13, 2024 image-classification Image Classification
Code Code Available 0Hardware Resilience Properties of Text-Guided Image Classifiers Nov 23, 2023 Classification image-classification
Code Code Available 0Memorization Capacity of Multi-Head Attention in Transformers Jun 3, 2023 Image Classification Memorization
Code Code Available 0Augmenting Data with Mixup for Sentence Classification: An Empirical Study May 22, 2019 Classification Data Augmentation
Code Code Available 0Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models Oct 14, 2020 image-classification Image Classification
Code Code Available 0Effects of Degradations on Deep Neural Network Architectures Jul 26, 2018 image-classification Image Classification
Code Code Available 0Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data Oct 17, 2019 image-classification Image Classification
Code Code Available 0Harnessing Adversarial Distances to Discover High-Confidence Errors Jun 29, 2020 image-classification Image Classification
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