DATA: Domain-Aware and Task-Aware Self-supervised Learning Mar 17, 2022 image-classification Image Classification
Code Code Available 15 Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification Dec 24, 2020 Classification General Classification
Code Code Available 15 Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification Nov 2, 2023 Hyperspectral Image Classification image-classification
Code Code Available 15 Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Nov 13, 2023 image-classification Image Classification
Code Code Available 15 Attentional-Biased Stochastic Gradient Descent Dec 13, 2020 Classification General Classification
Code Code Available 15 AdaViT: Adaptive Tokens for Efficient Vision Transformer Dec 14, 2021 Efficient ViTs image-classification
Code Code Available 15 Attentive Weights Generation for Few Shot Learning via Information Maximization Jun 1, 2020 Classification Few-Shot Image Classification
Code Code Available 15 Attentional Feature Fusion Sep 29, 2020 Image Classification
Code Code Available 15 The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Jul 27, 2020 Classification General Classification
Code Code Available 15 Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation Dec 1, 2020 image-classification Image Classification
Code Code Available 15 Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available 15 Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and Ensemble Jul 15, 2020 Data Augmentation image-classification
Code Code Available 15 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Aug 27, 2024 image-classification Image Classification
Code Code Available 15 A Data Set and a Convolutional Model for Iconography Classification in Paintings Oct 6, 2020 General Classification Image Classification
Code Code Available 15 DAM: Dynamic Adapter Merging for Continual Video QA Learning Mar 13, 2024 Continual Learning image-classification
Code Code Available 15 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available 15 AdaScale SGD: A User-Friendly Algorithm for Distributed Training Jul 9, 2020 image-classification Image Classification
Code Code Available 15 DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments Apr 12, 2020 CPU image-classification
Code Code Available 15 CycleMLP: A MLP-like Architecture for Dense Prediction Jul 21, 2021 Image Classification Instance Segmentation
Code Code Available 15 CvT: Introducing Convolutions to Vision Transformers Mar 29, 2021 Image Classification
Code Code Available 15 CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jul 21, 2020 Classification Data Augmentation
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 Adaptive Token Sampling For Efficient Vision Transformers Nov 30, 2021 Efficient ViTs image-classification
Code Code Available 15 DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition Jan 21, 2021 Face Recognition Image Classification
Code Code Available 15 DARTS: Differentiable Architecture Search Jun 24, 2018 General Classification image-classification
Code Code Available 15 Curriculum By Smoothing Mar 3, 2020 image-classification Image Classification
Code Code Available 15 Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available 15 Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning Jan 16, 2020 Image Classification
Code Code Available 15 Asymmetric Loss For Multi-Label Classification Sep 29, 2020 Classification General Classification
Code Code Available 15 Adaptive Split-Fusion Transformer Apr 26, 2022 Image Classification
Code Code Available 15 AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Apr 15, 2021 Image Classification
Code Code Available 15 Curriculum Temperature for Knowledge Distillation Nov 29, 2022 Image Classification Knowledge Distillation
Code Code Available 15 A Survey on Transferability of Adversarial Examples across Deep Neural Networks Oct 26, 2023 image-classification Image Classification
Code Code Available 15 Attack of the Tails: Yes, You Really Can Backdoor Federated Learning Jul 9, 2020 Fairness Federated Learning
Code Code Available 15 A Survey of Classical And Quantum Sequence Models Dec 15, 2023 Classification image-classification
Code Code Available 15 Learning Loss for Active Learning May 9, 2019 Active Learning image-classification
Code Code Available 15 A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Apr 26, 2022 image-classification Image Classification
Code Code Available 15 CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features May 13, 2019 Domain Generalization Image Captioning
Code Code Available 15 data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available 15 DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available 15 Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification Apr 4, 2023 Data Augmentation image-classification
Code Code Available 15 Cross-modal Adversarial Reprogramming Feb 15, 2021 Classification General Classification
Code Code Available 15 Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available 15 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration Mar 25, 2022 image-classification Image Classification
Code Code Available 15 Cross-Layer Retrospective Retrieving via Layer Attention Feb 8, 2023 image-classification Image Classification
Code Code Available 15 CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention Jul 31, 2021 image-classification Image Classification
Code Code Available 15 Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis May 14, 2024 Fairness image-classification
Code Code Available 15 Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 15 A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification May 29, 2021 Classification Hyperspectral Image Classification
Code Code Available 15 Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning Nov 15, 2022 Federated Learning image-classification
Code Code Available 15