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03/21/2023
Human Pose as Compositional Tokens
Human pose is typically represented by a coordinate vector of body joint...
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02/21/2023
Deep Reinforcement Learning for Robotic Pushing and Picking in Cluttered Environment
In this paper, a novel robotic grasping system is established to automat...
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12/16/2022
Attentive Mask CLIP
Image token removal is an efficient augmentation strategy for reducing t...
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11/21/2022
Exploring Discrete Diffusion Models for Image Captioning
The image captioning task is typically realized by an auto-regressive me...
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06/09/2022
On Data Scaling in Masked Image Modeling
An important goal of self-supervised learning is to enable model pre-tra...
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05/27/2022
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation
Masked image modeling (MIM) learns representations with remarkably good ...
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04/22/2022
iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition
Image classification, which classifies images by pre-defined categories,...
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11/18/2021
Swin Transformer V2: Scaling Up Capacity and Resolution
We present techniques for scaling Swin Transformer up to 3 billion param...
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06/24/2021
Video Swin Transformer
The vision community is witnessing a modeling shift from CNNs to Transfo...
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03/25/2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
This paper presents a new vision Transformer, called Swin Transformer, t...
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03/15/2019