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ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation

by Fan, Zicong, Taheri, Omid, Tzionas, Dimitrios, Kocabas, Muhammed, Kaufmann, Manuel, Black, Michael J., Hilliges, Otmar
Published 2022
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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2

Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features

by Li, Wenwen, Hsu, Chia-Yu, Wang, Sizhe, Witharana, Chandi, Liljedahl, Anna
Published 2023
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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3

Explainability in CNN Models By Means of Z-Scores

by Malmgren-Hansen, David, Nielsen, Allan Aasbjerg, Pedersen, Leif Toudal
Published 2021
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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4

Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery

by Stomberg, Timo T., Stone, Taylor, Leonhardt, Johannes, Weber, Immanuel, Roscher, Ribana
Published 2022
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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5

SoftTriple Loss: Deep Metric Learning Without Triplet Sampling

by Qian, Qi, Shang, Lei, Sun, Baigui, Hu, Juhua, Li, Hao, Jin, Rong
Published 2019
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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6

Rethinking Deep Contrastive Learning with Embedding Memory

by Zhang, Haozhi, Wang, Xun, Huang, Weilin, Scott, Matthew R.
Published 2021
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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7

Noise-resistant Deep Metric Learning with Ranking-based Instance Selection

by Liu, Chang, Yu, Han, Li, Boyang, Shen, Zhiqi, Gao, Zhanning, Ren, Peiran, Xie, Xuansong, Cui, Lizhen, Miao, Chunyan
Published 2021
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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8

Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning

by Peng, Kunyu, Roitberg, Alina, Schneider, David, Koulakis, Marios, Yang, Kailun, Stiefelhagen, Rainer
Published 2021
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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9

Learning Distinct and Representative Styles for Image Captioning

by Chen, Qi, Deng, Chaorui, Wu, Qi
Published 2022
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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10

Dissecting Deep Metric Learning Losses for Image-Text Retrieval

by Xuan, Hong, Chen, Xi
Published 2022
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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11

Deep Metric Learning with Soft Orthogonal Proxies

by Saberi-Movahed, Farshad, Ebrahimpour, Mohammad K., Saberi-Movahed, Farid, Moshavash, Monireh, Rahmatian, Dorsa, Mohazzebi, Mahvash, Shariatzadeh, Mahdi, Eftekhari, Mahdi
Published 2023
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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12

Feature Representation in Deep Metric Embeddings

by Furlong, Ryan, O'Brien, Vincent, Garland, James, Palacios-Alonso, Daniel, Dominguez-Mateos, Francisco
Published 2021
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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13

BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective

by Wang, Shanshan, Zhang, Lei, Wang, Pichao
Published 2022
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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14

Annotation Cost Efficient Active Learning for Content Based Image Retrieval

by Henkel, Julia, Hoxha, Genc, Sumbul, Gencer, Möllenbrok, Lars, Demir, Begüm
Published 2023
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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15

Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing

by Zheng, Qingping, Deng, Jiankang, Zhu, Zheng, Li, Ying, Zafeiriou, Stefanos
Published 2022
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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16

Improving Deep Metric Learning by Divide and Conquer

by Sanakoyeu, Artsiom, Ma, Pingchuan, Tschernezki, Vadim, Ommer, Björn
Published 2021
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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17

A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data

by Cui, Hengji, Wei, Dong, Ma, Kai, Gu, Shi, Zheng, Yefeng
Published in IEEE Transactions on Medical Imaging (2021)
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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18

Decomposition-Based Transfer Distance Metric Learning for Image Classification

by Luo, Yong, Liu, Tongliang, Tao, Dacheng, Xu, Chao
Published 2019
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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19

Deep Mutual Learning

by Zhang, Ying, Xiang, Tao, Hospedales, Timothy M., Lu, Huchuan
Published 2017
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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20

Distance Metric Learned Collaborative Representation Classifier

by Chakraborti, Tapabrata, McCane, Brendan, Mills, Steven, Pal, Umapada
Published 2019
Subjects: “...Computer Science - Computer Vision and Pattern Recognition...”

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