Machine Learning · Computer Science
Analysis Dictionary Learning: An Efficient and Discriminative Solution
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai
2019-03-08
Computer Vision and Pattern Recognition · Computer Science
Language-guided Image Reflection Separation
Haofeng Zhong, Yuchen Hong, Shuchen Weng, Jinxiu Liang +1
2024-06-05
Computer Vision and Pattern Recognition · Computer Science
Joint Learning of Distributed Representations for Images and Texts
Xiaodong He, Rupesh Srivastava, Jianfeng Gao, Li Deng
2015-04-29
Computation and Language · Computer Science
Multilingual Representation Distillation with Contrastive Learning
Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn
2023-05-02
Computation and Language · Computer Science
Image Pivoting for Learning Multilingual Multimodal Representations
Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata
2017-07-25
Computer Vision and Pattern Recognition · Computer Science
Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification
Weiyang Liu, Zhiding Yu, Yandong Wen, Rongmei Lin +1
2016-08-08
Computer Vision and Pattern Recognition · Computer Science
Convolutional Dictionary Pair Learning Network for Image Representation Learning
Zhao Zhang, Yulin Sun, Yang Wang, Zhengjun Zha +2
2020-01-16
Machine Learning · Computer Science
Language-Mediated, Object-Centric Representation Learning
Ruocheng Wang, Jiayuan Mao, Samuel J. Gershman, Jiajun Wu
2021-06-09
Numerical Analysis · Mathematics
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems
Anna Breger, Jose Ignacio Orlando, Pavol Harar, Monika Dörfler +5
2020-02-18
Information Retrieval · Computer Science
Learning Discriminative Representations for Semantic Cross Media Retrieval
Aiwen Jiang, Hanxi Li, Yi Li, Mingwen Wang
2015-11-19
Information Retrieval · Computer Science
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval
Xinyu Ma, Ruqing Zhang, Jiafeng Guo, Yixing Fan +1
2022-08-23
Computer Vision and Pattern Recognition · Computer Science
Joint Learning of Semantic Alignment and Object Landmark Detection
Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn
2019-10-03
Computer Vision and Pattern Recognition · Computer Science
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data
Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe
2020-05-25
Computer Vision and Pattern Recognition · Computer Science
Image reconstruction from limited range projections using orthogonal moments
Huazhong Shu, Jian Zhou, Guo-Niu Han, Limin M. Luo +1
2014-03-14