Capsule Routing via Variational Bayes May 27, 2019 Image Classification
Code Code Available 05 In-domain representation learning for remote sensing Nov 15, 2019 Image Classification Multi-Label Image Classification
Code Code Available 05 Influence of Image Classification Accuracy on Saliency Map Estimation Jul 27, 2018 Classification General Classification
Code Code Available 05 Initialization Matters for Adversarial Transfer Learning Dec 10, 2023 Adversarial Robustness 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 LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive Classifier Jan 12, 2025 image-classification Image Classification
Code Code Available 05 Capsule Networks against Medical Imaging Data Challenges Jul 19, 2018 General Classification image-classification
Code Code Available 05 An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution Jul 9, 2018 Atari Games Image Classification
Code Code Available 05 Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks May 19, 2020 Adversarial Robustness General Classification
Code Code Available 05 CapsuleGAN: Generative Adversarial Capsule Network Feb 17, 2018 General Classification Generative Adversarial Network
Code Code Available 05 A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task Oct 15, 2020 Classification General Classification
Code Code Available 05 Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models May 26, 2025 Classification image-classification
Code Code Available 05 An interpretable automated detection system for FISH-based HER2 oncogene amplification testing in histo-pathological routine images of breast and gastric cancer diagnostics May 25, 2020 Diagnostic image-classification
Code Code Available 05 Can we learn better with hard samples? Apr 7, 2023 Image Classification
Code Code Available 05 Understanding Intrinsic Robustness Using Label Uncertainty Jul 7, 2021 Adversarial Robustness Classification
Code Code Available 05 An Interaction-based Convolutional Neural Network (ICNN) Towards Better Understanding of COVID-19 X-ray Images Jun 13, 2021 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
Code Code Available 05 Inception-inspired LSTM for Next-frame Video Prediction Aug 28, 2019 Autonomous Vehicles image-classification
Code Code Available 05 Improvising the Learning of Neural Networks on Hyperspherical Manifold Sep 29, 2021 Face Identification Face Recognition
Code Code Available 05 Can Score-Based Generative Modeling Effectively Handle Medical Image Classification? Feb 24, 2025 Classification Diversity
Code Code Available 05 An Information-Geometric Distance on the Space of Tasks Nov 1, 2020 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 Revisiting 16-bit Neural Network Training: A Practical Approach for Resource-Limited Learning May 18, 2023 Image Classification
Code Code Available 05 Improving the repeatability of deep learning models with Monte Carlo dropout Feb 15, 2022 Attribute Binary Classification
Code Code Available 05 An Inertial Newton Algorithm for Deep Learning May 29, 2019 Deep Learning General Classification
Code Code Available 05 Improving the Gating Mechanism of Recurrent Neural Networks Oct 22, 2019 image-classification Image Classification
Code Code Available 05 A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets Jul 27, 2017 Image Classification Neural Architecture Search
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 Can a Confident Prior Replace a Cold Posterior? Mar 2, 2024 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 the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts Jul 6, 2023 image-classification Image Classification
Code Code Available 05 Improving the trustworthiness of image classification models by utilizing bounding-box annotations Aug 15, 2021 BIG-bench Machine Learning Classification
Code Code Available 05 CAMP: Continuous and Adaptive Learning Model in Pathology Jul 12, 2024 Classification Diagnostic
Code Code Available 05 An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Aug 23, 2018 BIG-bench Machine Learning Classification
Code Code Available 05 Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Sampling Apr 11, 2024 image-classification Image Classification
Code Code Available 05 CAM-Based Methods Can See through Walls Apr 2, 2024 Attribute 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 singing voice separation with the Wave-U-Net using Minimum Hyperspherical Energy Oct 22, 2019 Data Augmentation image-classification
Code Code Available 05 Improving Transferability of Adversarial Examples with Input Diversity Mar 19, 2018 Adversarial Attack Diversity
Code Code Available 05 Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks Aug 23, 2019 image-classification Image Classification
Code Code Available 05 An Image Patch is a Wave: Phase-Aware Vision MLP Nov 24, 2021 image-classification Image Classification
Code Code Available 05 Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks Apr 5, 2023 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 Pairwise Ranking for Multi-label Image Classification Apr 11, 2017 Classification General Classification
Code Code Available 05 Calibrating Deep Convolutional Gaussian Processes May 26, 2018 Decision Making Decision Making Under Uncertainty
Code Code Available 05 Calibrate to Interpret Jul 7, 2022 BIG-bench Machine Learning Fairness
Code Code Available 05 Angle based dynamic learning rate for gradient descent Apr 20, 2023 image-classification Image Classification
Code Code Available 05 Calibrated Selective Classification Aug 25, 2022 Classification 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 Neural Architecture Search Image Classifiers via Ensemble Learning Mar 14, 2019 Ensemble Learning Image Classification
Code Code Available 05 Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning Dec 19, 2022 image-classification Image Classification
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