Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation Dec 7, 2023 Contrastive Learning Data Augmentation
Code Code Available 15 Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization Apr 15, 2019 Fine-Grained Visual Recognition General Classification
Code Code Available 15 Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available 15 DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks Sep 23, 2024 ARC Computational Efficiency
Code Code Available 15 Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis May 14, 2024 Fairness image-classification
Code Code Available 15 Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available 15 Augmented Neural Fine-Tuning for Efficient Backdoor Purification Jul 14, 2024 Action Recognition Data Augmentation
Code Code Available 15 Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Feb 28, 2022 Attribute Data Augmentation
Code Code Available 15 Decoupled Weight Decay Regularization Nov 14, 2017 image-classification Image Classification
Code Code Available 15 DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available 15 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 15 Decision Stream: Cultivating Deep Decision Trees Apr 25, 2017 Classification feature selection
Code Code Available 15 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 15 AdaptiveMix: Improving GAN Training via Feature Space Shrinkage Jan 1, 2023 image-classification Image Classification
Code Code Available 15 Deblurring Masked Autoencoder is Better Recipe for Ultrasound Image Recognition Jun 14, 2023 Deblurring image-classification
Code Code Available 15 Decoupled Dynamic Filter Networks Apr 29, 2021 Image Classification Semantic Segmentation
Code Code Available 15 DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Aug 27, 2024 image-classification Image Classification
Code Code Available 15 Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification Apr 7, 2023 Hyperspectral image analysis Hyperspectral Image Classification
Code Code Available 15 DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning 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 Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation Dec 1, 2020 image-classification Image Classification
Code Code Available 15 Augmented Neural ODEs Apr 2, 2019 Image Classification
Code Code Available 15 DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention Oct 11, 2024 image-classification Image Classification
Code Code Available 15 Deep Factorized Metric Learning Jan 1, 2023 image-classification Image 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-Based Second-Order Pooling Network for Hyperspectral Image Classification Jan 14, 2021 Classification Hyperspectral 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 Dataset Condensation with Contrastive Signals Feb 7, 2022 Attribute Continual Learning
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 Attentional-Biased Stochastic Gradient Descent Dec 13, 2020 Classification General Classification
Code Code Available 15 Data Feedback Loops: Model-driven Amplification of Dataset Biases Sep 8, 2022 image-classification Image Classification
Code Code Available 15 Adaptive Edge Offloading for Image Classification Under Rate Limit Jul 31, 2022 Classification image-classification
Code Code Available 15 Attentional Feature Fusion Sep 29, 2020 Image Classification
Code Code Available 15 DataMUX: Data Multiplexing for Neural Networks Feb 18, 2022 image-classification Image Classification
Code Code Available 15 DC3DCD: unsupervised learning for multiclass 3D point cloud change detection May 9, 2023 Change Detection image-classification
Code Code Available 15 Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification Jan 22, 2022 Classification Hyperspectral Image Classification
Code Code Available 15 Adaptive Token Sampling For Efficient Vision Transformers Nov 30, 2021 Efficient ViTs 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 DARTS: Differentiable Architecture Search Jun 24, 2018 General Classification image-classification
Code Code Available 15 Systematic comparison of semi-supervised and self-supervised learning for medical image classification Jul 18, 2023 GPU 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 data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available 15 Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) May 3, 2022 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 CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jul 21, 2020 Classification Data Augmentation
Code Code Available 15 CvT: Introducing Convolutions to Vision Transformers Mar 29, 2021 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 Attack of the Tails: Yes, You Really Can Backdoor Federated Learning Jul 9, 2020 Fairness Federated Learning
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 AlphaNet: Improved Training of Supernets with Alpha-Divergence Feb 16, 2021 Image Classification Neural Architecture Search
Code Code Available 15