2 papers
cs.LG2026
ASSS: A Differentiable Adversarial Framework for Task-Aware Data Reduction
Jiacheng Lyu, Bihua Bao, Shiyun Yan
Massive datasets often contain redundancy that inflates computational costs without improving generalization. Existing data reduction methods are typically task-agnostic, discardin…
cs.CV2025
Learning to Remove Lens Flare in Event Camera
Haiqian Han, Lingdong Kong, Jianing Li +7
Event cameras have the potential to revolutionize vision systems with their high temporal resolution and dynamic range, yet they remain susceptible to lens flare, a fundamental opt…