Poster "downstream tasks" Papers

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CleanDIFT: Diffusion Features without Noise

Nick Stracke, Stefan Andreas Baumann, Kolja Bauer et al.

CVPR 2025arXiv:2412.03439

Contextures: Representations from Contexts

Runtian Zhai, Kai Yang, Burak VARICI et al.

ICML 2025arXiv:2505.01557

Language Guided Skill Discovery

Seungeun Rho, Laura Smith, Tianyu Li et al.

ICLR 2025arXiv:2406.06615

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 2025arXiv:2504.19581

Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology

Andrew Song, Richard J. Chen, Tong Ding et al.

CVPR 2024arXiv:2405.11643

Parameter-Efficient Fine-Tuning with Controls

Chi Zhang, Jingpu Cheng, Yanyu Xu et al.

Robustness Tokens: Towards Adversarial Robustness of Transformers

Brian Pulfer, Yury Belousov, Slava Voloshynovskiy

ECCV 2024arXiv:2503.10191

Transferring Knowledge From Large Foundation Models to Small Downstream Models

Shikai Qiu, Boran Han, Danielle Robinson et al.

ICML 2024arXiv:2406.07337