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image classification

1943 papers

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convolutional neural network (4216) object detection (2759) semantic segmentation (3179) transfer learning (5442) vision transformer (1091) neural network (6616) representation learning (6174) multimodal learning (4622) data augmentation (3037) feature learning (1309)

Papers

Agile Modeling: From Concept to Classifier in Minutes ICCV 2023
Partition-And-Debias: Agnostic Biases Mitigation via a Mixture of Biases-Specific Experts ICCV 2023
Efficient Converted Spiking Neural Network for 3D and 2D Classification ICCV 2023
ClusterFomer: Clustering As A Universal Visual Learner NIPS 2023
Gramian Attention Heads are Strong yet Efficient Vision Learners ICCV 2023
FerKD: Surgical Label Adaptation for Efficient Distillation ICCV 2023
Convolutional Networks with Oriented 1D Kernels ICCV 2023
Back-Modality: Leveraging Modal Transformation for Data Augmentation NIPS 2023
Structure Invariant Transformation for better Adversarial Transferability ICCV 2023
Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images NIPS 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection NIPS 2023
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats IJCAI 2023
RaMLP: Vision MLP via Region-aware Mixing IJCAI 2023
SWAT: Spatial Structure Within and Among Tokens IJCAI 2023
Unsupervised representation learning with recognition-parametrised probabilistic models AISTATS 2023
Universal Adaptive Data Augmentation IJCAI 2023
Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs IJCAI 2023
Few Shot Hematopoietic Cell Classification MIDL 2023
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment NIPS 2023
Explaining Image Classifiers With Multiscale Directional Image Representation CVPR 2023
Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models ICML 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision CVPR 2023