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05/10/2023
VideoChat: Chat-Centric Video Understanding
In this study, we initiate an exploration into video understanding by in...
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12/20/2022
Goal-oriented Autonomous Driving
Modern autonomous driving system is characterized as modular tasks in se...
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11/17/2022
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks
Despite the remarkable success of foundation models, their task-specific...
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11/10/2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
Compared to the great progress of large-scale vision transformers (ViTs)...
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09/23/2022
On Efficient Reinforcement Learning for Full-length Game of StarCraft II
StarCraft II (SC2) poses a grand challenge for reinforcement learning (R...
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05/17/2022
Vision Transformer Adapter for Dense Predictions
This work investigates a simple yet powerful adapter for Vision Transfor...
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03/31/2022
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers
3D visual perception tasks, including 3D detection and map segmentation ...
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11/03/2021
FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
We propose an accurate and efficient scene text detection framework, ter...
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09/08/2021
Panoptic SegFormer
We present Panoptic SegFormer, a general framework for end-to-end panopt...
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05/31/2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
We present SegFormer, a simple, efficient yet powerful semantic segmenta...
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04/14/2021
An Introduction of mini-AlphaStar
StarCraft II (SC2) is a real-time strategy game, in which players produc...
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02/09/2021
DetCo: Unsupervised Contrastive Learning for Object Detection
Unsupervised contrastive learning achieves great success in learning ima...
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01/21/2021
Trans2Seg: Transparent Object Segmentation with Transformer
This work presents a new fine-grained transparent object segmentation da...
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05/07/2020
Scene Text Image Super-Resolution in the Wild
Low-resolution text images are often seen in natural scenes such as docu...
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03/31/2020
Segmenting Transparent Objects in the Wild
Transparent objects such as windows and bottles made by glass widely exi...
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09/16/2019
TextSR: Content-Aware Text Super-Resolution Guided by Recognition
Scene text recognition has witnessed rapid development with the advance ...
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06/07/2018
