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cs.CV2026
IMTBench: A Multi-Scenario Cross-Modal Collaborative Evaluation Benchmark for In-Image Machine Translation
Jiahao Lyu, Pei Fu, Zhenhang Li +7
End-to-end In-Image Machine Translation (IIMT) aims to convert text embedded within an image into a target language while preserving the original visual context, layout, and render…
cs.CV2024
Time-independent Spiking Neuron via Membrane Potential Estimation for Efficient Spiking Neural Networks
Hanqi Chen, Lixing Yu, Shaojie Zhan +2
The computational inefficiency of spiking neural networks (SNNs) is primarily due to the sequential updates of membrane potential, which becomes more pronounced during extended enc…