8 citations · 13 across the 8 of their papers we have counts for
4 papers · 1 filter
Video Recognition in Portrait Mode
Mingfei Han, Linjie Yang, Xiaojie Jin +3
The creation of new datasets often presents new challenges for video recognition and can inspire novel ideas while addressing these challenges. While existing datasets mainly compr…
Vista-LLaMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
Fan Ma, Xiaojie Jin, Heng Wang +3
Recent advances in large video-language models have displayed promising outcomes in video comprehension. Current approaches straightforwardly convert video into language tokens and…
PixelLM: Pixel Reasoning with Large Multimodal Model
Zhongwei Ren, Zhicheng Huang, Yunchao Wei +4
While large multimodal models (LMMs) have achieved remarkable progress, generating pixel-level masks for image reasoning tasks involving multiple open-world targets remains a chall…
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…