C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via
Text Feature Dispersion

C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion

21 March 2024

Joshua Tian Jin Tee

M. Hasegawa-Johnson

Papers citing "C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion"

17 / 17 papers shown

Title
Mitigating Cache Noise in Test-Time Adaptation for Large Vision-Language Models Haotian Zhai Xinyu Chen Can Zhang Tianming Sha Ruirui Li BDL VLM 115 0 0 24 Mar 2025
Bayesian Test-Time Adaptation for Vision-Language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Xiatian Zhu Lei Deng Hongbin Liu Zhen Lei BDL VLM TTA 124 1 0 12 Mar 2025
Enabling Calibration In The Zero-Shot Inference of Large Vision-Language Models Will LeVine Benjamin Pikus P. Raj Fernando Amat Gil VLM UQCV 27 11 0 11 Mar 2023
LATTE: LAnguage Trajectory TransformEr A. Bucker Luis F. C. Figueredo Sami Haddadin Ashish Kapoor Shuang Ma Sai H. Vemprala Rogerio Bonatti LM&Ro 70 59 0 04 Aug 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 79 1,576 0 23 Mar 2022
Simple but Effective: CLIP Embeddings for Embodied AI Apoorv Khandelwal Luca Weihs Roozbeh Mottaghi Aniruddha Kembhavi VLM LM&Ro 57 220 0 18 Nov 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 420 2,340 0 02 Sep 2021
Soft Calibration Objectives for Neural Networks A. Karandikar Nicholas Cain Dustin Tran Balaji Lakshminarayanan Jonathon Shlens Michael C. Mozer Becca Roelofs UQCV 43 87 0 30 Jul 2021
Revisiting the Calibration of Modern Neural Networks Matthias Minderer Josip Djolonga Rob Romijnders F. Hubis Xiaohua Zhai N. Houlsby Dustin Tran Mario Lucic UQCV 77 363 0 15 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 428 3,952 0 18 Apr 2021
Learning the Pareto Front with Hypernetworks Aviv Navon Aviv Shamsian Gal Chechik Ethan Fetaya 93 142 0 08 Oct 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo D. Song Jacob Steinhardt Justin Gilmer OOD 237 1,715 0 29 Jun 2020
Calibrating Deep Neural Networks using Focal Loss Jishnu Mukhoti Viveka Kulharia Amartya Sanyal Stuart Golodetz Philip Torr P. Dokania UQCV 69 454 0 21 Feb 2020
Pareto Multi-Task Learning Xi Lin Hui-Ling Zhen Zhenhua Li Qingfu Zhang Sam Kwong 44 346 0 30 Dec 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt D. Song OODD 157 1,454 0 16 Jul 2019
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang Songwei Ge Eric Xing Zachary Chase Lipton OOD 75 944 0 29 May 2019
Fine-Grained Visual Classification of Aircraft Subhransu Maji Esa Rahtu Arno Solin Matthew Blaschko Andrea Vedaldi 57 2,227 0 21 Jun 2013