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Deheng Zhang

2 accepted papers

2026

EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark

ICLR 2026poster

Most existing benchmarks for egocentric vision understanding focus primarily on daytime scenarios, overlooking the low-light conditions that are inevitable in real-world applications. To investigate this gap, we present EgoNight, the first comprehensive benchmark for nighttime egocentric vision, wit…

Cited by 0SourcecodeScholar
2025

StateSpaceDiffuser: Bringing Long Context to Diffusion World Models

NeurIPS 2025poster

World models have recently gained prominence for action-conditioned visual prediction in complex environments. However, relying on only a few recent observations causes them to lose long-term context. Consequently, within a few steps, the generated scenes drift from what was previously observed, und…

Cited by 0SourcecodeScholar