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Jinze Chen

3 accepted papers

2026

Unbiased Gradient Estimation for Event Binning via Functional Backpropagation

ICLR 2026poster

Event-based vision encodes dynamic scenes as asynchronous spatio-temporal spikes called events. To leverage conventional image processing pipelines, events are typically binned into frames. However, binning functions are discontinuous, which truncates gradients at the frame level and forces most eve…

Cited by 0SourcecodeScholar
2022

ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation

AAAI 2022technical

Dynamic Vision Sensor (DVS) can asynchronously output the events reflecting apparent motion of objects with microsecond resolution, and shows great application potential in monitoring and other fields. However, the output event stream of existing DVS inevitably contains background activity noise (BA…

Cited by 10SourcePDFScholar