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06/15/2023
ScrollTimes: Tracing the Provenance of Paintings as a Window into History
Digital humanities research has flourished due to the diverse artifacts ...
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05/26/2023
Improving Knowledge Distillation via Regularizing Feature Norm and Direction
Knowledge distillation (KD) exploits a large well-trained model (i.e., t...
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05/15/2023
Masked Collaborative Contrast for Weakly Supervised Semantic Segmentation
This study introduces an efficacious approach, Masked Collaborative Cont...
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05/04/2023
Mitigating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation
A surge of interest has emerged in weakly supervised semantic segmentati...
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04/11/2023
Life Regression based Patch Slimming for Vision Transformers
Vision transformers have achieved remarkable success in computer vision ...
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04/10/2023
ViT-Calibrator: Decision Stream Calibration for Vision Transformer
A surge of interest has emerged in utilizing Transformers in diverse vis...
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04/09/2023
Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning
The problem of deep long-tailed learning, a prevalent challenge in the r...
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02/17/2023
Model Doctor for Diagnosing and Treating Segmentation Error
Despite the remarkable progress in semantic segmentation tasks with the ...
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02/14/2023
Team DETR: Guide Queries as a Professional Team in Detection Transformers
Recent proposed DETR variants have made tremendous progress in various s...
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02/03/2023
Revisiting Long-tailed Image Classification: Survey and Benchmarks with New Evaluation Metrics
Recently, long-tailed image classification harvests lots of research att...
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02/02/2023
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt
Recently, inspired by DETR variants, query-based end-to-end instance seg...
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12/15/2022
Text-guided mask-free local image retouching
In the realm of multi-modality, text-guided image retouching techniques ...
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12/05/2022
SASFormer: Transformers for Sparsely Annotated Semantic Segmentation
Semantic segmentation based on sparse annotation has advanced in recent ...
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12/02/2022
Compound Batch Normalization for Long-tailed Image Classification
Significant progress has been made in learning image classification neur...
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11/29/2022
Transferability Estimation Based On Principal Gradient Expectation
Deep transfer learning has been widely used for knowledge transmission i...
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09/07/2022
A Survey of Neural Trees
Neural networks (NNs) and decision trees (DTs) are both popular models o...
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09/01/2022
Combating Noisy Labels in Long-Tailed Image Classification
Most existing methods that cope with noisy labels usually assume that th...
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08/22/2022
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
Prototypical part network (ProtoPNet) has drawn wide attention and boost...
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08/10/2022
Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction
Both visual and auditory information are valuable to determine the salie...
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08/03/2022
Re-Attention Transformer for Weakly Supervised Object Localization
Weakly supervised object localization is a challenging task which aims t...
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06/21/2022
KE-RCNN: Unifying Knowledge based Reasoning into Part-level Attribute Parsing
Part-level attribute parsing is a fundamental but challenging task, whic...
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03/25/2022
CNN LEGO: Disassembling and Assembling Convolutional Neural Network
Convolutional Neural Network (CNN), which mimics human visual perception...
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12/17/2021
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching
Current weakly supervised semantic segmentation (WSSS) frameworks usuall...
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08/01/2021
Boundary Knowledge Translation based Reference Semantic Segmentation
Given a reference object of an unknown type in an image, human observers...
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08/01/2021
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels
The microvascular invasion (MVI) is a major prognostic factor in hepatoc...
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08/01/2021
Visual Boundary Knowledge Translation for Foreground Segmentation
When confronted with objects of unknown types in an image, humans can ef...
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05/25/2018