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08/21/2023
CoNe: Contrast Your Neighbours for Supervised Image Classification
Image classification is a longstanding problem in computer vision and ma...
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08/13/2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency
Semi-Supervised image classification is one of the most fundamental prob...
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04/21/2023
Can GPT-4 Perform Neural Architecture Search?
We investigate the potential of GPT-4~\cite{gpt4} to perform Neural Arch...
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10/26/2022
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations
Recent breakthroughs in semi-supervised semantic segmentation have been ...
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05/26/2022
Green Hierarchical Vision Transformer for Masked Image Modeling
We present an efficient approach for Masked Image Modeling (MIM) with hi...
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03/28/2022
Learning Where to Learn in Cross-View Self-Supervised Learning
Self-supervised learning (SSL) has made enormous progress and largely na...
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03/16/2022
Relational Self-Supervised Learning
Self-supervised Learning (SSL) including the mainstream contrastive lear...
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03/14/2022
SimMatch: Semi-supervised Learning with Similarity Matching
Learning with few labeled data has been a longstanding problem in the co...
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10/10/2021
Weakly Supervised Contrastive Learning
Unsupervised visual representation learning has gained much attention fr...
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07/20/2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation
Self-supervised Learning (SSL) including the mainstream contrastive lear...
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06/25/2021
Vision Transformer Architecture Search
Recently, transformers have shown great superiority in solving computer ...
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06/11/2021