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09/14/2023
Gradient constrained sharpness-aware prompt learning for vision-language models
This paper targets a novel trade-off problem in generalizable prompt lea...
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09/11/2023
Diff-Privacy: Diffusion-based Face Privacy Protection
Privacy protection has become a top priority as the proliferation of AI ...
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08/22/2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation
Impressive performance on point cloud semantic segmentation has been ach...
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07/21/2023
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection
Due to the successful development of deep image generation technology, v...
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07/18/2023
PRO-Face S: Privacy-preserving Reversible Obfuscation of Face Images via Secure Flow
This paper proposes a novel paradigm for facial privacy protection that ...
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07/06/2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection
Advanced manipulation techniques have provided criminals with opportunit...
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05/23/2023
SAR-to-Optical Image Translation via Thermodynamics-inspired Network
Synthetic aperture radar (SAR) is prevalent in the remote sensing field ...
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05/22/2023
Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement
Unsupervised learning visible-infrared person re-identification (USL-VI-...
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05/22/2023
Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID
Unsupervised visible-infrared person re-identification (USL-VI-ReID) aim...
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05/21/2023
Language Knowledge-Assisted Representation Learning for Skeleton-Based Action Recognition
How humans understand and recognize the actions of others is a complex n...
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05/18/2023
Selecting Learnable Training Samples is All DETRs Need in Crowded Pedestrian Detection
DEtection TRansformer (DETR) and its variants (DETRs) achieved impressiv...
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05/12/2023
Rethinking k-means from manifold learning perspective
Although numerous clustering algorithms have been developed, many existi...
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05/09/2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval
Zero-shot sketch-based image retrieval (ZS-SBIR) is challenging due to t...
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05/01/2023
Boosting Weakly-Supervised Temporal Action Localization with Text Information
Due to the lack of temporal annotation, current Weakly-supervised Tempor...
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04/25/2023
Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency Constraint
Weakly Supervised Temporal Action Localization (WTAL) aims to classify a...
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04/22/2023
SAWU-Net: Spatial Attention Weighted Unmixing Network for Hyperspectral Images
Hyperspectral unmixing is a critical yet challenging task in hyperspectr...
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04/21/2023
Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method
Human cognition has a “large-scale first” cognitive mechanism, therefore...
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04/04/2023
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection
State-of-the-art 3D object detectors are usually trained on large-scale ...
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03/29/2023
Multi-View Clustering via Semi-non-negative Tensor Factorization
Multi-view clustering (MVC) based on non-negative matrix factorization (...
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03/07/2023
Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls
In recent years, the problem of fuzzy clustering has been widely concern...
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03/02/2023
GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing
Most of the existing clustering methods are based on a single granularit...
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01/24/2023
Few-shot Font Generation by Learning Style Difference and Similarity
Few-shot font generation (FFG) aims to preserve the underlying global st...
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12/30/2022
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues
Face forgery detection plays an important role in personal privacy and s...
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12/08/2022
All-to-key Attention for Arbitrary Style Transfer
Attention-based arbitrary style transfer studies have shown promising pe...
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12/04/2022
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
This technical report briefly describes our JDExplore d-team's Vega v2 s...
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11/30/2022
Neighbour Consistency Guided Pseudo-Label Refinement for Unsupervised Person Re-Identification
Unsupervised person re-identification (ReID) aims at learning discrimina...
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10/30/2022
Multi-view Multi-label Anomaly Network Traffic Classification based on MLP-Mixer Neural Network
Network traffic classification is the basis of many network security app...
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10/28/2022
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images
Very high-resolution (VHR) remote sensing (RS) image classification is t...
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10/18/2022
FedForgery: Generalized Face Forgery Detection with Residual Federated Learning
With the continuous development of deep learning in the field of image g...
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10/06/2022
GBSVM: Granular-ball Support Vector Machine
GBSVM (Granular-ball Support Vector Machine) is an important attempt to ...
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09/30/2022
Visual Privacy Protection Based on Type-I Adversarial Attack
With the development of online artificial intelligence systems, many dee...
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09/05/2022
LKD-Net: Large Kernel Convolution Network for Single Image Dehazing
The deep convolutional neural networks (CNNs)-based single image dehazin...
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07/25/2022
Improving Adversarial Robustness via Mutual Information Estimation
Deep neural networks (DNNs) are found to be vulnerable to adversarial no...
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07/25/2022
Seeking Subjectivity in Visual Emotion Distribution Learning
Visual Emotion Analysis (VEA), which aims to predict people's emotions t...
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07/12/2022
TransFA: Transformer-based Representation for Face Attribute Evaluation
Face attribute evaluation plays an important role in video surveillance ...
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07/05/2022
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario
In recent years, with the rapid development of face editing and generati...
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06/06/2022
Instance-Dependent Label-Noise Learning with Manifold-Regularized Transition Matrix Estimation
In label-noise learning, estimating the transition matrix has attracted ...
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03/29/2022
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction
Single image dehazing as a fundamental low-level vision task, is essenti...
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03/23/2022
Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin
Only parts of unlabeled data are selected to train models for most semi-...
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03/04/2022
Semi-parametric Makeup Transfer via Semantic-aware Correspondence
The large discrepancy between the source non-makeup image and the refere...
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01/12/2022
An Efficient and Adaptive Granular-ball Generation Method in Classification Problem
Granular-ball computing is an efficient, robust, and scalable learning m...
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01/10/2022
GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set
Pawlak rough set and neighborhood rough set are the two most common roug...
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12/29/2021
An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation
This paper present a strong data mining method based on rough set, which...
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11/16/2021
Image-specific Convolutional Kernel Modulation for Single Image Super-resolution
Recently, deep-learning-based super-resolution methods have achieved exc...
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10/24/2021
SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network
Visual Emotion Analysis (VEA) aims at finding out how people feel emotio...
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10/15/2021
Self-supervised Contrastive Attributed Graph Clustering
Attributed graph clustering, which learns node representation from node ...
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09/29/2021
Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds
The infrared small-dim target detection is one of the key techniques in ...
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09/29/2021
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id
Unsupervised person re-identification (Re-Id) has attracted increasing a...
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09/22/2021
Single Image Dehazing with An Independent Detail-Recovery Network
Single image dehazing is a prerequisite which affects the performance of...
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09/04/2021