Search Results for author: Chenbin Pan

Found 5 papers, 1 papers with code

VLP: Vision Language Planning for Autonomous Driving

no code implementations10 Jan 2024 Chenbin Pan, Burhaneddin Yaman, Tommaso Nesti, Abhirup Mallik, Alessandro G Allievi, Senem Velipasalar, Liu Ren

Autonomous driving is a complex and challenging task that aims at safe motion planning through scene understanding and reasoning.

Autonomous Driving Motion Planning +1

SVT: Supertoken Video Transformer for Efficient Video Understanding

no code implementations1 Apr 2023 Chenbin Pan, Rui Hou, Hanchao Yu, Qifan Wang, Senem Velipasalar, Madian Khabsa

Whether by processing videos with fixed resolution from start to end or incorporating pooling and down-scaling strategies, existing video transformers process the whole video content throughout the network without specially handling the large portions of redundant information.

Video Understanding

EgoViT: Pyramid Video Transformer for Egocentric Action Recognition

no code implementations15 Mar 2023 Chenbin Pan, Zhiqi Zhang, Senem Velipasalar, Yi Xu

Different from previous video transformers, which use the same static embedding as the class token for diverse inputs, we propose a dynamic class token generator that produces a class token for each input video by analyzing the hand-object interaction and the related motion information.

Action Recognition

PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures

1 code implementation ICCV 2021 Chenbin Pan, Senem Velipasalar

Existing variations of CapsNets mainly focus on performance comparison with the original CapsNet, and have not outperformed CNN-based models on complex tasks.

object-detection Object Detection +1

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