class-incremental learning 1context adaptation 1few-shot learning 1prototype calibration 1tactile sensing 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Revisiting the Current Frame: Physical-Trace-Guided Network Output Correction for Video Restoration
Yifeng Lin, Liuxiang Qiu, Guangming Ren +1
Video restoration methods exploit temporal information to recover information missing from degraded observations. However, reference frames within the sequence may introduce incons…
cs.AI2026
When Sensing Varies with Contexts: Context Probing for Tactile Few-Shot Class-Incremental Learning
Yifeng Lin, Aiping Huang, Wenxi Liu +4
The paper introduces a context-aware framework for tactile few-shot class-incremental learning that detects and mitigates context-induced variations in tactile data and calibrates…
cs.CV2026
The Language of Touch: Translating Vibrations into Text with Dual-Branch Learning
Jin Chen, Yifeng Lin, Chao Zeng +2
The standardization of vibrotactile data by IEEE P1918.1 workgroup has greatly advanced its applications in virtual reality, human-computer interaction and embodied artificial inte…