Cross-domain Ensemble Distillation for Domain Generalization
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2022 |
Lee, Kyungmoon |
Semantic Novelty Detection via Relational Reasoning
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2022 |
Borlino, Francesco Cappio |
RealPatch: A Statistical Matching Framework for Model Patching with Real Samples
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2022 |
Romiti, Sara |
Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generalization
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2022 |
Qi, Jiaxin |
Training Vision Transformers with only 2040 Images
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2022 |
Cao, Yun-Hao |
Few-Shot Class-Incremental Learning from an Open-Set Perspective
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2022 |
Peng, Can |
Uncertainty-Guided Source-Free Domain Adaptation
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2022 |
Roy, Subhankar |
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
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2022 |
Wang, Fu-Yun |
Unbiased Manifold Augmentation for Coarse Class Subdivision
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2022 |
Yan, Baoming |
Rotation Regularization Without Rotation
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2022 |
Kobayashi, Takumi |
Hyperspherical Learning in Multi-Label Classification
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2022 |
Ke, Bo |
Background-Insensitive Scene Text Recognition with Text Semantic Segmentation
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2022 |
Zhao, Liang |
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning
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2022 |
Kalla, Jayateja |
Rethinking Confidence Calibration for Failure Prediction
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2022 |
Zhu, Fei |
Should All Proposals Be Treated Equally in Object Detection?
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2022 |
Li, Yunsheng |
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection
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2022 |
Kye, Seong Min |
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain
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2022 |
Saranrittichai, Piyapat |
PRIME: A Few Primitives Can Boost Robustness to Common Corruptions
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2022 |
Modas, Apostolos |
VSA: Learning Varied-Size Window Attention in Vision Transformers
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2022 |
Zhang, Qiming |
Improving Closed and Open-Vocabulary Attribute Prediction Using Transformers
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2022 |
Pham, Khoi |