"data-free learning" Papers

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Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity

Enneng Yang, Anke Tang, Li Shen et al.

AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation

Zihao Tang, Zheqi Lv, Shengyu Zhang et al.

ICLR 2024arXiv:2403.07030

Data-free Distillation of Diffusion Models with Bootstrapping

Jiatao Gu, Chen Wang, Shuangfei Zhai et al.

Data-Free Generalized Zero-Shot Learning

Bowen Tang, Jing Zhang, Yan Long et al.

AAAI 2024paperarXiv:2401.15657

De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts

Yuzheng Wang, Dingkang Yang, Zhaoyu Chen et al.

CVPR 2024arXiv:2403.19539

Encapsulating Knowledge in One Prompt

Qi Li, Runpeng Yu, Xinchao Wang

ECCV 2024arXiv:2407.11902

Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang et al.

AAAI 2024paperarXiv:2303.11611

Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation

Hyunjune Shin, Dong-Wan Choi

AAAI 2024paperarXiv:2402.12406