Human Attention in Fine-grained Classification Nov 2, 2021 Classification Decision Making
Code Code Available EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task Oct 21, 2021 Classification Fine-Grained Image Classification
Code Code Available The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial Domains Oct 17, 2021 Fine-Grained Image Classification Instance Segmentation
Code Code Available A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification Oct 14, 2021 Fine-Grained Image Classification Transfer Learning
Code Code Available Self-Supervised Learning by Estimating Twin Class Distributions Oct 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available A free lunch from ViT:Adaptive Attention Multi-scale Fusion Transformer for Fine-grained Visual Recognition Oct 4, 2021 Fine-Grained Image Classification Fine-Grained Visual Recognition
— Unverified ResNet strikes back: An improved training procedure in timm Oct 1, 2021 Classification Data Augmentation
Code Code Available Fine-Grained Few Shot Learning with Foreground Object Transformation Sep 13, 2021 Data Augmentation Few-Shot Learning
— Unverified Dead Pixel Test Using Effective Receptive Field Aug 31, 2021 Fine-Grained Image Classification
Code Code Available Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification Aug 30, 2021 Fine-Grained Image Classification image-classification
— Unverified Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection Aug 28, 2021 Classification Data Augmentation
Code Code Available Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Aug 19, 2021 Causal Inference counterfactual
Code Code Available TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation Aug 8, 2021 counterfactual Counterfactual Explanation
— Unverified Self-Supervised Learning for Fine-Grained Image Classification Jul 29, 2021 Classification Contrastive Learning
Code Code Available Rethinking Hard-Parameter Sharing in Multi-Domain Learning Jul 23, 2021 Fine-Grained Image Classification image-classification
— Unverified Non-binary deep transfer learning for image classification Jul 19, 2021 Classification Fine-Grained Image Classification
Code Code Available RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition Jul 17, 2021 Fine-Grained Image Classification Fine-Grained Image Recognition
— Unverified Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition Jul 14, 2021 Fine-Grained Image Classification Fine-Grained Image Recognition
— Unverified Feature Fusion Vision Transformer for Fine-Grained Visual Categorization Jul 6, 2021 Fine-Grained Image Classification Fine-Grained Visual Categorization
Code Code Available AutoFormer: Searching Transformers for Visual Recognition Jul 1, 2021 AutoML Fine-Grained Image Classification
Code Code Available Exploring Localization for Self-supervised Fine-grained Contrastive Learning Jun 30, 2021 Contrastive Learning Fine-Grained Image Classification
Code Code Available The Hitchhiker's Guide to Prior-Shift Adaptation Jun 22, 2021 Classification Fine-Grained Image Classification
Code Code Available Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification Jun 21, 2021 Fine-Grained Image Classification
— Unverified Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection Jun 19, 2021 Fine-Grained Image Classification Novelty Detection
— Unverified Graph-Based High-Order Relation Discovery for Fine-Grained Recognition Jun 19, 2021 Fine-Grained Image Classification Object Recognition
— Unverified Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available NDPNet: A novel non-linear data projection network for few-shot fine-grained image classification Jun 13, 2021 Few-Shot Learning Fine-Grained Image Classification
— Unverified The 2021 Hotel-ID to Combat Human Trafficking Competition Dataset Jun 10, 2021 Fine-Grained Image Classification
— Unverified Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification Jun 7, 2021 Fine-Grained Image Classification
— Unverified BR-NPA: A Non-Parametric High-Resolution Attention Model to improve the Interpretability of Attention Jun 4, 2021 Classification Fine-Grained Image Classification
Code Code Available Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention Jun 3, 2021 Fine-Grained Image Classification object-detection
Code Code Available When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations Jun 3, 2021 Domain Generalization Fine-Grained Image Classification
Code Code Available When Does Contrastive Visual Representation Learning Work? May 12, 2021 Contrastive Learning Fine-Grained Image Classification
— Unverified ResMLP: Feedforward networks for image classification with data-efficient training May 7, 2021 Data Augmentation Fine-Grained Image Classification
Code Code Available With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Apr 29, 2021 Contrastive Learning Fine-Grained Image Classification
Code Code Available ImageNet-21K Pretraining for the Masses Apr 22, 2021 Action Recognition Fine-Grained Image Classification
Code Code Available CA-PMG: Channel attention and progressive multi-granularity training network for fine-grained visual classification Apr 21, 2021 Fine-Grained Image Classification Fine-Grained Visual Recognition
— Unverified Escaping the Big Data Paradigm with Compact Transformers Apr 12, 2021 Fine-Grained Image Classification Image Classification
Code Code Available Streaming Self-Training via Domain-Agnostic Unlabeled Images Apr 7, 2021 Fine-Grained Image Classification image-classification
— Unverified ProgressiveSpinalNet architecture for FC layers Mar 21, 2021 Decision Making Fine-Grained Image Classification
Code Code Available Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available TransFG: A Transformer Architecture for Fine-grained Recognition Mar 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network Mar 9, 2021 Classification Data Augmentation
Code Code Available Interpretable Attention Guided Network for Fine-grained Visual Classification Mar 8, 2021 Classification Fine-Grained Image Classification
— Unverified Learning Granularity-Aware Convolutional Neural Network for Fine-Grained Visual Classification Mar 4, 2021 Fine-Grained Image Classification General Classification
— Unverified Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification Mar 4, 2021 Classification Fine-Grained Image Classification
Code Code Available Alignment Enhancement Network for Fine-grained Visual Categorization Mar 1, 2021 Fine-Grained Image Classification Fine-Grained Visual Categorization
— Unverified Transformer in Transformer Feb 27, 2021 Fine-Grained Image Classification Image Classification
Code Code Available Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition Feb 19, 2021 Fine-Grained Image Classification Fine-Grained Image Recognition
— Unverified Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Feb 11, 2021 Cross-Modal Retrieval Fine-Grained Image Classification
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