78 citations · 93 across the 4 of their papers we have counts for
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cs.CV2023
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models
Junting Pan, Ziyi Lin, Yuying Ge +5
Video Question Answering (VideoQA) has been significantly advanced from the scaling of recent Large Language Models (LLMs). The key idea is to convert the visual information into t…
cs.CV2022★ 78 cited
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Junting Pan, Ziyi Lin, Xiatian Zhu +2
Capitalizing on large pre-trained models for various downstream tasks of interest have recently emerged with promising performance. Due to the ever-growing model size, the standard…
cs.CV2022★ 15 cited
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
Junting Pan, Adrian Bulat, Fuwen Tan +5
Self-attention based models such as vision transformers (ViTs) have emerged as a very competitive architecture alternative to convolutional neural networks (CNNs) in computer visio…