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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

SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation AAAI 2023
MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid AAAI 2023
Benchmarking Robustness to Adversarial Image Obfuscations NIPS 2023
MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023
ML-Decoder: Scalable and Versatile Classification Head WACV 2023
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting IJCAI 2023
Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime AISTATS 2023
Revisiting the Importance of Amplifying Bias for Debiasing AAAI 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification CVPR 2023
Does progress on ImageNet transfer to real-world datasets? NIPS 2023
Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model NIPS 2023
Edge Structure Learning via Low Rank Residuals for Robust Image Classification AAAI 2023
Synthetic data for model selection ICML 2023
Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection AAAI 2023
Better Diffusion Models Further Improve Adversarial Training ICML 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets ICML 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations ICML 2023
SAAL: Sharpness-Aware Active Learning ICML 2023
Efficient Dynamic Batch Adaptation (Student Abstract) AAAI 2023
Global Context Vision Transformers ICML 2023
DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023
VMLC: Statistical Process Control for Image Classification in Manufacturing ACML 2023
GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023
Global Explanations for Image Classifiers (Student Abstract) AAAI 2023