Facial Expression Recognition by Expression-Specific Representation Swapping
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2021 |
Lei, Jie |
Mixup Gamblers: Learning to Abstain with Auto-Calibrated Reward for Mixed Samples
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2021 |
Yamaguchi, Takumi |
Non-iterative Phase Retrieval with Cascaded Neural Networks
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2021 |
Uelwer, Tobias |
Incorporating Discrete Wavelet Transformation Decomposition Convolution into Deep Network to Achieve Light Training
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2021 |
Tao, Guihua |
MMF: A Loss Extension for Feature Learning in Open Set Recognition
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2021 |
Jia, Jingyun |
Bilevel Online Deep Learning in Non-stationary Environment
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2021 |
Han, Ya-nan |
Balanced Softmax Cross-Entropy for Incremental Learning
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2021 |
Jodelet, Quentin |
DRILL: Dynamic Representations for Imbalanced Lifelong Learning
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2021 |
Ahrens, Kyra |
Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning
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2021 |
Hu, Yuqing |
Better Few-Shot Text Classification with Pre-trained Language Model
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2021 |
Chen, Zheng |
Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge
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2021 |
Fabi, Sarah |
Faster-LTN: A Neuro-Symbolic, End-to-End Object Detection Architecture
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2021 |
Manigrasso, Francesco |
Iterative Error Removal for Time-of-Flight Depth Imaging
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2021 |
Zheng, Zhuolin |
(Input) Size Matters for CNN Classifiers
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2021 |
Richter, Mats L. |
Learning How to Zoom In: Weakly Supervised ROI-Based-DAM for Fine-Grained Visual Classification
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2021 |
Chen, Wenjie |
DPWTE: A Deep Learning Approach to Survival Analysis Using a Parsimonious Mixture of Weibull Distributions
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2021 |
Bennis, Achraf |
Towards Ontologically Explainable Classifiers
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2021 |
Bourguin, Grégory |
Deep NLP Explainer: Using Prediction Slope to Explain NLP Models
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2021 |
Marzban, Reza |
Empirically Explaining SGD from a Line Search Perspective
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2021 |
Mutschler, Maximus |
One-Shot Meta-learning for Radar-Based Gesture Sequences Recognition
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2021 |
Mauro, Gianfranco |