On the Robustness of Open-World Test-Time Training: Self-Training with
Dynamic Prototype Expansion

On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion

19 August 2023

Papers citing "On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion"

15 / 15 papers shown

Title
Towards Understanding Extrapolation: a Causal Lens Lingjing Kong Guangyi Chen P. Stojanov H. Li Eric P. Xing Kun Zhang 158 2 0 17 Jan 2025
Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving Dacheng Liao Mengshi Qi Liang Liu Huadong Ma 67 0 0 28 Nov 2024
Covariance-based Space Regularization for Few-shot Class Incremental Learning Yijie Hu Guanyu Yang Zhaorui Tan Xiaowei Huang K. Huang Qiu-Feng Wang CLL 36 0 0 02 Nov 2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning Yongyi Su Yushu Li Nanqing Liu Kui Jia Xulei Yang Chuan-Sheng Foo Xun Xu TTA AAML 56 0 0 07 Oct 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 26 0 0 15 Sep 2024
STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay Yongcan Yu Lijun Sheng R. He Jian Liang TTA 42 2 0 22 Jul 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 40 1 0 19 Jul 2024
Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation Manogna Sreenivas Soma Biswas VLM 43 0 0 01 Jun 2024
Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection Yushu Li Yongyi Su Xulei Yang Kui Jia Xun Xu TTA 33 0 0 29 May 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 37 4 0 09 Apr 2024
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory Daehee Park Jaeseok Jeong Sung-Hoon Yoon Jaewoo Jeong Kuk-Jin Yoon TTA 42 10 0 15 Mar 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation Pascal Schlachter Bin Yang 24 3 0 31 Jan 2024
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach Zhenbang Du Jiayu An Yunlu Tu Jiahao Hong Dongrui Wu MoE 20 1 0 01 Nov 2023
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses Francesco Croce Sven Gowal T. Brunner Evan Shelhamer Matthias Hein A. Cemgil TTA AAML 181 67 0 28 Feb 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions Jiachen Sun Qingzhao Zhang B. Kailkhura Zhiding Yu Chaowei Xiao Z. Morley Mao 3DPC 38 84 0 28 Jan 2022