Graph-propagation based Correlation Learning for Weakly Supervised Fine-grained Image Classification Feb 14, 2020 Fine-Grained Image Classification General Classification
— Unverified The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification Feb 11, 2020 Diversity Fine-Grained Image Classification
Code Code Available Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification Feb 9, 2020 Fine-Grained Image Classification General Classification
— Unverified Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available Are These Birds Similar: Learning Branched Networks for Fine-grained Representations Jan 16, 2020 Classification Document Text Classification
Code Code Available Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Jan 14, 2020 Classification Diversity
Code Code Available Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics Jan 7, 2020 Fine-Grained Image Classification General Classification
— Unverified DAF-NET: a saliency based weakly supervised method of dual attention fusion for fine-grained image classification Jan 4, 2020 Fine-Grained Image Classification image-classification
— Unverified Competing Ratio Loss for Discriminative Multi-class Image Classification Dec 25, 2019 Age Estimation Classification
Code Code Available Big Transfer (BiT): General Visual Representation Learning Dec 24, 2019 Few-Shot Learning Fine-Grained Image Classification
Code Code Available Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes Dec 14, 2019 Fine-Grained Image Classification
— Unverified Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator Nov 25, 2019 Classification Fine-Grained Image Classification
Code Code Available ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding Nov 17, 2019 Fine-Grained Image Classification General Classification
Code Code Available Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Nov 17, 2019 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available A Spectral Nonlocal Block for Neural Networks Nov 4, 2019 Action Recognition Fine-Grained Image Classification
— Unverified Fine-Grained Visual Classification with Batch Confusion Norm Oct 28, 2019 Classification Fine-Grained Image Classification
— Unverified ACE: Adaptive Confusion Energy for Natural World Data Distribution Oct 28, 2019 Fine-Grained Image Classification Fine-Grained Visual Recognition
— Unverified Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization Oct 1, 2019 Diversity Fine-Grained Image Classification
Code Code Available Selective Sparse Sampling for Fine-Grained Image Recognition Oct 1, 2019 Fine-Grained Image Classification Fine-Grained Image Recognition
Code Code Available Siamese Networks: The Tale of Two Manifolds Oct 1, 2019 Fine-Grained Image Classification image-classification
— Unverified Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Sep 25, 2019 Fine-Grained Image Classification Fine-Grained Visual Categorization
Code Code Available Classification-Specific Parts for Improving Fine-Grained Visual Categorization Sep 16, 2019 Classification Feature Importance
Code Code Available Part-Guided Attention Learning for Vehicle Instance Retrieval Sep 13, 2019 Fine-Grained Image Classification Retrieval
Code Code Available Cross-X Learning for Fine-Grained Visual Categorization Sep 10, 2019 Fine-Grained Image Classification Fine-Grained Visual Categorization
Code Code Available Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification Sep 6, 2019 Fine-Grained Image Classification General Classification
— Unverified Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification Aug 4, 2019 Classification Few-Shot Learning
— Unverified Competing Ratio Loss for Discriminative Multi-class Image Classification Jul 31, 2019 Age Estimation Classification
— Unverified Few-shot Learning for Domain-specific Fine-grained Image Classification Jul 23, 2019 Classification Few-Shot Learning
— Unverified Understanding More about Human and Machine Attention in Deep Neural Networks Jun 20, 2019 Fine-Grained Image Classification Image Classification
— Unverified Fixing the train-test resolution discrepancy Jun 14, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available Presence-Only Geographical Priors for Fine-Grained Image Classification Jun 12, 2019 Classification Fine-Grained Image Classification
Code Code Available Pay Attention to Convolution Filters: Towards Fast and Accurate Fine-Grained Transfer Learning Jun 12, 2019 Fine-Grained Image Classification General Classification
— Unverified Geo-Aware Networks for Fine-Grained Recognition Jun 4, 2019 Fine-Grained Image Classification General Classification
Code Code Available IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition Jun 1, 2019 Classification Fine-Grained Image Classification
Code Code Available Destruction and Construction Learning for Fine-Grained Image Recognition Jun 1, 2019 Classification Fine-Grained Image Classification
Code Code Available EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks May 28, 2019 Action Recognition Domain Generalization
Code Code Available Contextual Recurrent Convolutional Model for Robust Visual Learning May 1, 2019 Fine-Grained Image Classification General Classification
— Unverified Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Mar 14, 2019 Fine-Grained Image Classification Fine-Grained Image Recognition
Code Code Available Spatial-Aware Non-Local Attention for Fashion Landmark Detection Mar 11, 2019 Fine-Grained Image Classification image-classification
— Unverified Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Mar 7, 2019 Fine-Grained Image Classification General Classification
Code Code Available Unsupervised Part Mining for Fine-grained Image Classification Feb 26, 2019 Classification Fine-Grained Image Classification
— Unverified See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Jan 26, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning Jan 23, 2019 Classification Fine-Grained Image Classification
— Unverified Attribute-Aware Attention Model for Fine-grained Representation Learning Jan 2, 2019 Attribute Fine-Grained Image Classification
Code Code Available Learning from Web Data: the Benefit of Unsupervised Object Localization Dec 21, 2018 Fine-Grained Image Classification General Classification
— Unverified Maximum-Entropy Fine Grained Classification Dec 1, 2018 Classification Diversity
— Unverified Domain Adaptive Transfer Learning with Specialist Models Nov 16, 2018 Domain Adaptation Fine-Grained Image Classification
— Unverified GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Nov 16, 2018 Fine-Grained Image Classification image-classification
Code Code Available Maximum-Entropy Fine-Grained Classification Sep 16, 2018 Classification Diversity
— Unverified Learning to Navigate for Fine-grained Classification Sep 2, 2018 Fine-Grained Image Classification General Classification
Code Code Available 