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cs.CV2024
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
Guo Chen, Yicheng Liu, Yifei Huang +6
Most existing video understanding benchmarks for multimodal large language models (MLLMs) focus only on short videos. The limited number of benchmarks for long video understanding…
cs.CV2024
CorrAdaptor: Adaptive Local Context Learning for Correspondence Pruning
Wei Zhu, Yicheng Liu, Yuping He +5
In the fields of computer vision and robotics, accurate pixel-level correspondences are essential for enabling advanced tasks such as structure-from-motion and simultaneous localiz…
cs.CV2024
EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation
Baoqi Pei, Guo Chen, Jilan Xu +8
In this report, we present our solutions to the EgoVis Challenges in CVPR 2024, including five tracks in the Ego4D challenge and three tracks in the EPIC-Kitchens challenge. Buildi…