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Image Classification

467 directly classified papers

Papers per year

Papers

Revisiting Sparse Convolutional Model for Visual Recognition NIPS 2022
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NIPS 2022
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NIPS 2022
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales NIPS 2022
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NIPS 2022
Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NIPS 2022
An In-depth Study of Stochastic Backpropagation NIPS 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022
Vision GNN: An Image is Worth Graph of Nodes NIPS 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information CVPR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Sketching based Representations for Robust Image Classification with Provable Guarantees NIPS 2022
Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection CVPR 2022
Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition CVPR 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet NIPS 2022
Semi-supervised Vision Transformers at Scale NIPS 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Brain-Inspired Multilayer Perceptron With Spiking Neurons CVPR 2022