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Image Classification

467 directly classified papers

Papers per year

Papers

Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers NIPS 2024
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024
Automatic pitch accent classification through image classification INTERSPEECH 2024
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) AAAI 2024
Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization CVPR 2024
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model NIPS 2024
Class Incremental Learning with Multi-Teacher Distillation CVPR 2024
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers NIPS 2024
FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging AAAI 2024
DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets CVPR 2024
TransHP: Image Classification with Hierarchical Prompting NIPS 2023
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023
Revisiting the Importance of Amplifying Bias for Debiasing AAAI 2023
Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition CVPR 2023
Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification AAAI 2023
Trusted Fine-Grained Image Classification through Hierarchical Evidence Fusion AAAI 2023
Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification ICCV 2023
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption AAAI 2023
Bugs in the Data: How ImageNet Misrepresents Biodiversity AAAI 2023
Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023
Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023
Vision HGNN: An Image is More than a Graph of Nodes ICCV 2023
Two-Way Multi-Label Loss CVPR 2023
MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023