Papers citing 'Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models'

Title
Class-Aware Prototype Learning with Negative Contrast for Test-Time Adaptation of Vision-Language Models Xiaozhen Qiao Jingkai Zhao Yuqiu Jiang Xianda Guo Zhe Sun Hongyuan Zhang Xuelong Li VLM 102 0 0 22 Oct 2025
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment Youjia Zhang Youngeun Kim Young-Geun Choi Hongyeob Kim Huiling Liu Sungeun Hong TTA 380 0 0 21 Aug 2025
Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation Sameer Ambekar Daniel M. Lang Julia A. Schnabel 92 0 0 11 Aug 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models Xinyu Chen Haotian Zhai Can Zhang Xiupeng Shi Ruirui Li VLM 157 0 0 02 Aug 2025
Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning Wenxuan Bao Ruxi Deng Ruizhong Qiu Tianxin Wei Hanghang Tong Jingrui He FedML VLM TTA 231 2 0 29 Jul 2025
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models Lijun Sheng Jian Liang Ran He Z. Wang Tieniu Tan VLM MLLM 223 1 0 30 Jun 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt TuningComputer Vision and Pattern Recognition (CVPR), 2025 Lijun Sheng Jian Liang Liang Luo Ran He AAML VLM 303 10 0 15 Apr 2025
Mitigating Cache Noise in Test-Time Adaptation for Large Vision-Language Models Haotian Zhai Xinyu Chen Can Zhang Tianming Sha Ruirui Li BDL VLM 411 2 0 24 Mar 2025
Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models Xiaozhen Qiao Peng Huang Jiakang Yuan Xianda Guo Bowen Ye Chaocan Xue Xuelong Li Zhe Sun X. Li 269 4 0 12 Mar 2025
Dual Prototype Evolving for Test-Time Generalization of Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Ce Zhang Simon Stepputtis Katia Sycara Yaqi Xie VLM 185 23 0 16 Oct 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models Matteo Farina Gianni Franchi Giovanni Iacca Goran Frehse Elisa Ricci VLM 216 19 0 28 May 2024
CLIP-Adapter: Better Vision-Language Models with Feature AdaptersInternational Journal of Computer Vision (IJCV), 2021 Shiyang Feng Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Zelong Li Jiaming Song Yu Qiao VLM CLIP 1.0K 1,385 0 09 Oct 2021