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cs.CL2025
SSL-SSAW: Self-Supervised Learning with Sigmoid Self-Attention Weighting for Question-Based Sign Language Translation
Zekang Liu, Wei Feng, Fanhua Shang +3
Sign Language Translation (SLT) bridges the communication gap between deaf people and hearing people, where dialogue provides crucial contextual cues to aid in translation. Buildin…
cs.CV2025
LightVLM: Acceleraing Large Multimodal Models with Pyramid Token Merging and KV Cache Compression
Lianyu Hu, Fanhua Shang, Wei Feng +1
In this paper, we introduce LightVLM, a simple but effective method that can be seamlessly deployed upon existing Vision-Language Models (VLMs) to greatly accelerate the inference…