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02/28/2022
Multi-modal Alignment using Representation Codebook
Aligning signals from different modalities is an important step in visio...
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02/21/2022
Vision-Language Pre-Training with Triple Contrastive Learning
Vision-language representation learning largely benefits from image-text...
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10/22/2021
Depth-only Object Tracking
Depth (D) indicates occlusion and is less sensitive to illumination chan...
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08/31/2021
DepthTrack : Unveiling the Power of RGBD Tracking
RGBD (RGB plus depth) object tracking is gaining momentum as RGBD sensor...
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08/12/2021
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation
Unsupervised domain adaptation (UDA) aims to transfer the knowledge lear...
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05/23/2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
Recent studies imply that deep neural networks are vulnerable to adversa...
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12/16/2020
Hierarchical Graph Capsule Network
Graph Neural Networks (GNNs) draw their strength from explicitly modelin...
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11/04/2020
RetroXpert: Decompose Retrosynthesis Prediction like a Chemist
Retrosynthesis is the process of recursively decomposing target molecule...
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03/10/2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation
Unsupervised domain adaptation enables to alleviate the need for pixel-w...
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03/09/2020
Context-Aware Domain Adaptation in Semantic Segmentation
In this paper, we consider the problem of unsupervised domain adaptation...
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10/24/2019
Aggregation Signature for Small Object Tracking
Small object tracking becomes an increasingly important task, which howe...
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10/01/2019
Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation
Molecule generation is to design new molecules with specific chemical pr...
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05/05/2019
Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization
Support vector regression (SVR) is one of the most popular machine learn...
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02/26/2019
Artificial Intelligence in Intelligent Tutoring Robots: A Systematic Review and Design Guidelines
This study provides a systematic review of the recent advances in design...
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11/25/2018