Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features Jan 31, 2021 Fine-Grained Image Classification General Classification
Code Code Available Grad-CAM guided channel-spatial attention module for fine-grained visual classification Jan 24, 2021 Fine-Grained Image Classification General Classification
— Unverified Progressive Co-Attention Network for Fine-grained Visual Classification Jan 21, 2021 Classification Fine-Grained Image Classification
Code Code Available Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification Jan 17, 2021 Fine-Grained Image Classification General Classification
Code Code Available Exploring Target Driven Image Classification Jan 1, 2021 Classification Fine-Grained Image Classification
— Unverified Auto-view contrastive learning for few-shot image recognition Jan 1, 2021 Contrastive Learning Few-Shot Learning
— Unverified Natural World Distribution via Adaptive Confusion Energy Regularization Jan 1, 2021 Fine-Grained Image Classification
— Unverified A Unified Framework to Analyze and Design the Nonlocal Blocks for Neural Networks Jan 1, 2021 Action Recognition Fine-Grained Image Classification
— Unverified Training data-efficient image transformers & distillation through attention Dec 23, 2020 Document Image Classification Document Layout Analysis
Code Code Available Knowledge Transfer Based Fine-grained Visual Classification Dec 21, 2020 Classification Fine-Grained Image Classification
Code Code Available Fine-grained Classification via Categorical Memory Networks Dec 12, 2020 Classification Fine-Grained Image Classification
— Unverified Assessing The Importance Of Colours For CNNs In Object Recognition Dec 12, 2020 Fine-Grained Image Classification General Classification
— Unverified SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data Dec 9, 2020 Fine-Grained Image Classification Semantic Composition
Code Code Available BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Nov 29, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available Grafit: Learning fine-grained image representations with coarse labels Nov 25, 2020 Fine-Grained Image Classification Image Classification
— Unverified Learning Class Unique Features in Fine-Grained Visual Classification Nov 22, 2020 Classification Fine-Grained Image Classification
— Unverified Your "Flamingo" is My "Bird": Fine-Grained, or Not Nov 18, 2020 Disentanglement Fine-Grained Image Classification
Code Code Available Beyond the Attention: Distinguish the Discriminative and Confusable Features For Fine-grained Image Classification Oct 12, 2020 Classification Fine-Grained Image Classification
— Unverified Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization Oct 6, 2020 Data Augmentation Fine-Grained Image Classification
— Unverified Sharpness-Aware Minimization for Efficiently Improving Generalization Oct 3, 2020 Fine-Grained Image Classification Image Classification
Code Code Available A new dataset of dog breed images and a benchmark for fine-grained classification Oct 1, 2020 Benchmarking Classification
Code Code Available Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval Sep 21, 2020 Fine-Grained Image Classification General Classification
Code Code Available Contrastively-reinforced Attention Convolutional Neural Network for Fine-grained Image Recognition Sep 8, 2020 Classification Fine-Grained Image Classification
Code Code Available Data-driven Meta-set Based Fine-Grained Visual Classification Aug 6, 2020 Classification Fine-Grained Image Classification
Code Code Available ReDro: Efficiently Learning Large-sized SPD Visual Representation Aug 1, 2020 Fine-Grained Image Classification
— Unverified Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches Jul 27, 2020 Ensemble Learning Fine-Grained Image Classification
— Unverified Hallucinating Saliency Maps for Fine-Grained Image Classification for Limited Data Domains Jul 24, 2020 Classification Fine-Grained Image Classification
— Unverified Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available Maximum Entropy Regularization and Chinese Text Recognition Jul 9, 2020 Fine-Grained Image Classification image-classification
— Unverified SpinalNet: Deep Neural Network with Gradual Input Jul 7, 2020 Fine-Grained Image Classification Image Classification
Code Code Available End-to-end Learning of a Fisher Vector Encoding for Part Features in Fine-grained Recognition Jul 4, 2020 Fine-Grained Image Classification
Code Code Available Performing Image Classification for 10 Different Monkey Species using CNN Jun 28, 2020 BIG-bench Machine Learning Fine-Grained Image Classification
— Unverified ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Jun 26, 2020 Fine-Grained Image Classification General Classification
Code Code Available Learning Semantically Enhanced Feature for Fine-Grained Image Classification Jun 24, 2020 Classification Fine-Grained Image Classification
Code Code Available RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification Jun 22, 2020 Fine-Grained Image Classification General Classification
— Unverified Fine-Tuning DARTS for Image Classification Jun 16, 2020 Classification Fine-Grained Image Classification
— Unverified Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning Jun 1, 2020 Fine-Grained Image Classification Fine-Grained Image Recognition
— Unverified Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification May 22, 2020 Fine-Grained Image Classification General Classification
Code Code Available Neural Architecture Transfer May 12, 2020 Fine-Grained Image Classification image-classification
Code Code Available Fine-Grained Visual Classification with Efficient End-to-end Localization May 11, 2020 Classification Fine-Grained Image Classification
— Unverified Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition Apr 6, 2020 Attribute Attribute Mining
Code Code Available Group Based Deep Shared Feature Learning for Fine-grained Image Classification Apr 4, 2020 Classification Fine-Grained Image Classification
— Unverified Gradient Centralization: A New Optimization Technique for Deep Neural Networks Apr 3, 2020 Fine-Grained Image Classification General Classification
Code Code Available Proxy Anchor Loss for Deep Metric Learning Mar 31, 2020 Fine-Grained Image Classification Fine-Grained Vehicle Classification
Code Code Available Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mar 31, 2020 Fine-Grained Image Classification Image Recognition
Code Code Available TResNet: High Performance GPU-Dedicated Architecture Mar 30, 2020 Fine-Grained Image Classification General Classification
Code Code Available Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets Mar 30, 2020 Fine-Grained Image Classification Image Classification
Code Code Available Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization Mar 20, 2020 Fine-Grained Image Classification Fine-Grained Image Recognition
Code Code Available Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Mar 8, 2020 Classification Fine-Grained Image Classification
Code Code Available Learning Attentive Pairwise Interaction for Fine-Grained Classification Feb 24, 2020 Classification Fine-Grained Image Classification
Code Code Available 