8 citations · 14 across the 9 of their papers we have counts for
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cs.CV2023★ 2 cited
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
Ju He, Qihang Yu, Inkyu Shin +4
Video segmentation requires consistently segmenting and tracking objects over time. Due to the quadratic dependency on input size, directly applying self-attention to video segment…
cs.CV2023
Selective Feature Adapter for Dense Vision Transformers
Xueqing Deng, Qi Fan, Xiaojie Jin +2
Fine-tuning pre-trained transformer models, e.g., Swin Transformer, are successful in numerous downstream for dense prediction vision tasks. However, one major issue is the cost/st…
cs.CV2023★ 8 cited
MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval
Xiaojie Jin, Bowen Zhang, Weibo Gong +6
State-of-the-art video-text retrieval (VTR) methods typically involve fully fine-tuning a pre-trained model (e.g. CLIP) on specific datasets. However, this can result in significan…