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xialeiliu authored Jun 28, 2020
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Expand Up @@ -31,8 +31,16 @@ to defy forgetting in classification tasks (**arXiv 2019**) [[paper](https://arx
(**arXiv 2018**) [[paper](https://arxiv.org/abs/1802.07569)]
## Papers
### 2020
- <a name="todo"></a> XtarNet: Learning to Extract Task-Adaptive Representation
for Incremental Few-Shot Learning (**ICLM2020**) [[paper](https://arxiv.org/pdf/2003.08561.pdf)]
- <a name="todo"></a> Optimal Continual Learning has Perfect Memory and is NP-HARD (**ICML2020**) [[paper](https://arxiv.org/pdf/2006.05188.pdf)]
- <a name="todo"></a> Neural Topic Modeling with Continual Lifelong Learning (**ICML2020**) [[paper](https://arxiv.org/pdf/2006.10909.pdf)]
- <a name="todo"></a> Semantic Drift Compensation for Class-Incremental Learning (**CVPR2020**) [[paper](https://arxiv.org/pdf/2004.00440.pdf)] [[code](https://github.com/yulu0724/SDC-IL)]
- <a name="todo"></a> Few-Shot Class-Incremental Learning (**CVPR2020**) [[paper](https://arxiv.org/pdf/2004.10956.pdf)]
- <a name="todo"></a> Modeling the Background for Incremental Learning in Semantic Segmentation (**CVPR2020**) [[paper](https://arxiv.org/pdf/2002.00718.pdf)]
- <a name="todo"></a> Incremental Few-Shot Object Detection (**CVPR2020**) [[paper](https://arxiv.org/pdf/2003.04668.pdf)]
- <a name="todo"></a> Incremental Learning In Online Scenario (**CVPR2020**) [[paper](https://arxiv.org/pdf/2003.13191.pdf)]
- <a name="todo"></a> Maintaining Discrimination and Fairness in Class Incremental Learning (**CVPR2020**) [[paper](https://arxiv.org/pdf/1911.07053.pdf)]
- <a name="todo"></a> Conditional Channel Gated Networks for Task-Aware Continual Learning (**CVPR2020**) [[paper](https://arxiv.org/pdf/2004.00070.pdf)]
- <a name="todo"></a> Continual Learning with Extended Kronecker-factored Approximate Curvature
(**CVPR2020**) [[paper](https://arxiv.org/abs/2004.07507)]
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