DropBlock: A regularization method for convolutional networks Oct 30, 2018 Image Classification Object Detection
Code Code Available 05 Calibrate to Interpret Jul 7, 2022 BIG-bench Machine Learning Fairness
Code Code Available 05 Calibrating Deep Convolutional Gaussian Processes May 26, 2018 Decision Making Decision Making Under Uncertainty
Code Code Available 05 Modeling Extent-of-Texture Information for Ground Terrain Recognition Apr 17, 2020 image-classification Image Classification
Code Code Available 05 Improving Pairwise Ranking for Multi-label Image Classification Apr 11, 2017 Classification General Classification
Code Code Available 05 Dropout is NOT All You Need to Prevent Gradient Leakage Aug 12, 2022 All Federated Learning
Code Code Available 05 Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning Dec 19, 2022 image-classification Image Classification
Code Code Available 05 Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets Dec 1, 2020 Image Classification
Code Code Available 05 Improving Neural Architecture Search Image Classifiers via Ensemble Learning Mar 14, 2019 Ensemble Learning Image Classification
Code Code Available 05 Improving Memory Efficiency for Training KANs via Meta Learning Jun 9, 2025 image-classification Image Classification
Code Code Available 05 Batch Model Consolidation: A Multi-Task Model Consolidation Framework May 25, 2023 Continual Learning image-classification
Code Code Available 05 Modularity Trumps Invariance for Compositional Robustness Jun 15, 2023 Domain Generalization image-classification
Code Code Available 05 Improving model calibration with accuracy versus uncertainty optimization Dec 14, 2020 image-classification Image Classification
Code Code Available 05 Improving Nonlinear Projection Heads using Pretrained Autoencoder Embeddings Aug 25, 2024 Contrastive Learning image-classification
Code Code Available 05 Improving robustness to corruptions with multiplicative weight perturbations Jun 24, 2024 Data Augmentation image-classification
Code Code Available 05 Improving k-Means Clustering Performance with Disentangled Internal Representations Jun 5, 2020 Clustering Deep Clustering
Code Code Available 05 Deep Neural Network Compression for Image Classification and Object Detection Oct 7, 2019 Classification Clustering
Code Code Available 05 Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Oct 11, 2022 Classification Contrastive Learning
Code Code Available 05 Deep neural network based on F-neurons and its learning Nov 3, 2022 Activation Function Synthesis image-classification
Code Code Available 05 A multiple-instance densely-connected ConvNet for aerial scene classification Mar 3, 2020 Aerial Scene Classification Classification
Code Code Available 05 Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models May 2, 2024 image-classification Image Classification
Code Code Available 05 Improving Generalization of Batch Whitening by Convolutional Unit Optimization Aug 24, 2021 image-classification Image Classification
Code Code Available 05 SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Mar 21, 2024 image-classification Image Classification
Code Code Available 05 Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time Oct 1, 2024 image-classification Image Classification
Code Code Available 05 Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction Feb 23, 2018 image-classification Image Classification
Code Code Available 05 BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification Dec 1, 2016 Classification Deep Learning
Code Code Available 05 Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation Jun 30, 2022 Diversity image-classification
Code Code Available 05 Improving Fairness in Image Classification via Sketching Oct 31, 2022 Classification Fairness
Code Code Available 05 Improving Confident-Classifiers For Out-of-distribution Detection Sep 25, 2019 image-classification Image Classification
Code Code Available 05 3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification Apr 15, 2025 Hyperspectral Image Classification image-classification
Code Code Available 05 Improving Calibration by Relating Focal Loss, Temperature Scaling, and Properness Aug 21, 2024 image-classification Image Classification
Code Code Available 05 An In-Depth Analysis of Adversarial Discriminative Domain Adaptation for Digit Classification Dec 27, 2024 Classification Domain Adaptation
Code Code Available 05 Adaptive Meta-Learning for Identification of Rover-Terrain Dynamics Sep 21, 2020 Classification General Classification
Code Code Available 05 Improving Classification Neural Networks by using Absolute activation function (MNIST/LeNET-5 example) Apr 23, 2023 Image Classification
Code Code Available 05 Improving Deep Neural Network Random Initialization Through Neuronal Rewiring Jul 17, 2022 image-classification Image Classification
Code Code Available 05 Deep Multimodality Model for Multi-task Multi-view Learning Jan 25, 2019 General Classification image-classification
Code Code Available 05 A Multimodal Approach For Endoscopic VCE Image Classification Using BiomedCLIP-PubMedBERT Oct 25, 2024 Diagnostic image-classification
Code Code Available 05 Deep Modeling and Optimization of Medical Image Classification May 29, 2025 Avg Classification
Code Code Available 05 Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models Nov 27, 2023 General Knowledge image-classification
Code Code Available 05 Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
Code Code Available 05 Understanding and Robustifying Differentiable Architecture Search Sep 20, 2019 Disparity Estimation image-classification
Code Code Available 05 Improving (α, f)-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance Mar 27, 2025 Computational Efficiency Federated Learning
Code Code Available 05 Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes May 9, 2025 Classification image-classification
Code Code Available 05 Deep Manifold Embedding for Hyperspectral Image Classification Dec 24, 2019 Classification Clustering
Code Code Available 05 Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games Mar 26, 2019 Atari Games Deep Reinforcement Learning
Code Code Available 05 Dynamic 3D KAN Convolution with Adaptive Grid Optimization for Hyperspectral Image Classification Apr 21, 2025 Hyperspectral Image Classification image-classification
Code Code Available 05 Image Data Augmentation Approaches: A Comprehensive Survey and Future directions Jan 7, 2023 Data Augmentation image-classification
Code Code Available 05 Dynamic Channel Selection in Self-Supervised Learning Jul 25, 2022 channel selection image-classification
Code Code Available 05 Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization May 27, 2019 AutoML image-classification
Code Code Available 05 Deeply-Supervised Nets Sep 18, 2014 Classification General Classification
Code Code Available 05