Image Classification

Benchmarking Robustness to Adversarial Image Obfuscations NeurIPS 2023 Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification ICCV 2023 Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective CVPR 2023 Bugs in the Data: How ImageNet Misrepresents Biodiversity AAAI 2023 Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition CVPR 2023 CMNet: Contrastive Magnification Network for Micro-Expression Recognition AAAI 2023 Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023 CUDA: Curriculum of Data Augmentation for Long-tailed Recognition ICLR 2023 Deep Uniformly Distributed Centers on a Hypersphere for Open Set Recognition ACML 2023 Doubly-Robust Self-Training NeurIPS 2023 Exploring Tuning Characteristics of Ventral Stream’s Neurons for Few-Shot Image Classification AAAI 2023 FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training CVPR 2023 FCC: Feature Clusters Compression for Long-Tailed Visual Recognition CVPR 2023 Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification AAAI 2023 Few-Shot Learning With Visual Distribution Calibration and Cross-Modal Distribution Alignment CVPR 2023 Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023 ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification NeurIPS 2023 ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations ICLR 2023 Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023 Learning Bottleneck Concepts in Image Classification CVPR 2023 Learning Imbalanced Data With Vision Transformers CVPR 2023 Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023 MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023 Masked Unsupervised Self-training for Label-free Image Classification ICLR 2023 Mitigating Bias: Enhancing Image Classification by Improving Model Explanations ACML 2023