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Classification

15,289 papers

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Papers

Top-$K$ ranking with a monotone adversary COLT 2024
Counting Stars is Constant-Degree Optimal For Detecting Any Planted Subgraph: Extended Abstract COLT 2024
Open Problem: Can Local Regularization Learn All Multiclass Problems? COLT 2024
TpT-ADE: Transformer Based Two-Phase ADE Extraction CONLL 2024
Revisiting Hierarchical Text Classification: Inference and Metrics CONLL 2024
Explaining the Hardest Errors of Contextual Embedding Based Classifiers CONLL 2024
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective CONLL 2024
Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid Network CONLL 2024
Test-Time Linear Out-of-Distribution Detection CVPR 2024
Open-Vocabulary Segmentation with Semantic-Assisted Calibration CVPR 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything CVPR 2024
DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets CVPR 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024
Object Recognition as Next Token Prediction CVPR 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball CVPR 2024
Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse CVPR 2024
Learning with Structural Labels for Learning with Noisy Labels CVPR 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
Revisiting Adversarial Training Under Long-Tailed Distributions CVPR 2024
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now CVPR 2024
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024