"downstream tasks" Papers

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SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity

Chengzhi Wu, Yuxin Wan, Hao Fu et al.

CVPR 2025posterarXiv:2504.19581
1
citations

THUNDER: Tile-level Histopathology image UNDERstanding benchmark

Pierre Marza, Leo Fillioux, Sofiène Boutaj et al.

NeurIPS 2025spotlightarXiv:2507.07860
3
citations

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning

Won-Seok Choi, Hyundo Lee, Dong-Sig Han et al.

AAAI 2024paperarXiv:2402.08963
3
citations

Parameter-Efficient Fine-Tuning with Controls

Chi Zhang, Jingpu Cheng, Yanyu Xu et al.

ICML 2024poster

Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning

Ruiqian Nai, Zixin Wen, Ji Li et al.

AAAI 2024paperarXiv:2403.00352

Robustness Tokens: Towards Adversarial Robustness of Transformers

Brian Pulfer, Yury Belousov, Slava Voloshynovskiy

ECCV 2024posterarXiv:2503.10191

Transferring Knowledge From Large Foundation Models to Small Downstream Models

Shikai Qiu, Boran Han, Danielle Robinson et al.

ICML 2024poster