Picture for Sungmin Cha

Sungmin Cha

Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models

Add code
Dec 26, 2024
Figure 1 for Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models
Figure 2 for Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models
Figure 3 for Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models
Figure 4 for Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models
Viaarxiv icon

Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models

Add code
Aug 13, 2024
Figure 1 for Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models
Figure 2 for Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models
Figure 3 for Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models
Figure 4 for Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models
Viaarxiv icon

Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation

Add code
May 16, 2024
Figure 1 for Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation
Figure 2 for Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation
Figure 3 for Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation
Figure 4 for Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation
Viaarxiv icon

Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training

Add code
Apr 12, 2024
Viaarxiv icon

Hyperparameters in Continual Learning: a Reality Check

Add code
Mar 14, 2024
Viaarxiv icon

Sy-CON: Symmetric Contrastive Loss for Continual Self-Supervised Representation Learning

Add code
Jun 08, 2023
Viaarxiv icon

Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers

Add code
Jan 27, 2023
Viaarxiv icon

Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Add code
Oct 04, 2022
Figure 1 for Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Figure 2 for Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Figure 3 for Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Figure 4 for Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Viaarxiv icon

Is Continual Learning Truly Learning Representations Continually?

Add code
Jun 16, 2022
Figure 1 for Is Continual Learning Truly Learning Representations Continually?
Figure 2 for Is Continual Learning Truly Learning Representations Continually?
Figure 3 for Is Continual Learning Truly Learning Representations Continually?
Figure 4 for Is Continual Learning Truly Learning Representations Continually?
Viaarxiv icon

Task-Balanced Batch Normalization for Exemplar-based Class-Incremental Learning

Add code
Jan 29, 2022
Viaarxiv icon