多模态大模型 - arXivDaily 专题

2111.13468 2021-11-29 cs.IR 50%

Emotion Embedding Spaces for Matching Music to Stories

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra

专题命中跨模态检索：cross-modal(abstract)

Comments International Society for Music Information Retrieval (ISMIR) 2021, Best Student Paper

2103.01495 2021-10-29 cs.LG 50%

Task-Adaptive Neural Network Search with Meta-Contrastive Learning

Wonyong Jeong, Hayeon Lee, Gun Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang

专题命中跨模态检索：cross-modal(abstract)

Comments NeurIPS 2021 (Spotlight)

2110.13561 2021-10-27 cs.LG 50%

Non-Gaussian Gaussian Processes for Few-Shot Regression

Marcin Sendera, Jacek Tabor, Aleksandra Nowak, Andrzej Bedychaj, Massimiliano Patacchiola, Tomasz Trzciński, Przemysław Spurek, Maciej Zięba

专题命中跨模态检索：multi-modal(abstract)

2110.08918 2021-10-19 cs.LG q-bio.QM 50%

Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions

Batuhan Bardak, Mehmet Tan

专题命中跨模态检索：multimodal(abstract)

Comments Published in IEEE CIBCB 2021

2109.08063 2021-09-17 cs.LG 50%

Associative Memories via Predictive Coding

Tommaso Salvatori, Yuhang Song, Yujian Hong, Simon Frieder, Lei Sha, Zhenghua Xu, Rafal Bogacz, Thomas Lukasiewicz

专题命中跨模态检索：multi-modal(abstract)

Comments 24 pages, 18 figures

2109.07622 2021-09-17 cs.LG 50%

Towards Zero-shot Cross-lingual Image Retrieval and Tagging

Pranav Aggarwal, Ritiz Tambi, Ajinkya Kale

专题命中跨模态检索：multi-modal(abstract)

Comments Presented at Workshop on Multilingual Search, in conjunction with 30th The Web Conference 2021. arXiv admin note: substantial text overlap with arXiv:2012.05107

2107.10536 2021-07-28 cs.CR cs.LG 50%

Improving the Authentication with Built-in Camera Protocol Using Built-in Motion Sensors: A Deep Learning Solution

Cezara Benegui, Radu Tudor Ionescu

专题命中跨模态检索：multi-modal(abstract)

Comments Accepted for publication in Mathematics

2104.09835 2021-07-13 cs.NI cs.CY eess.SP 50%

WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing

Amee Trivedi, Kate Silverstein, Emma Strubell, Mohit Iyyer, Prashant Shenoy

专题命中跨模态检索：multi-modal(abstract)

Comments 18 pages

2106.14198 2021-06-29 cs.CY 50%

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science

Huimin Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin

专题命中跨模态检索：multi-modal(abstract)

2105.03938 2021-05-11 cs.IR 50%

Passage Retrieval for Outside-Knowledge Visual Question Answering

Chen Qu, Hamed Zamani, Liu Yang, W. Bruce Croft, Erik Learned-Miller

专题命中跨模态检索：multi-modal(abstract)

Comments Accepted to SIGIR'21 as a short paper

2103.05457 2021-03-10 cs.IR 50%

Rudder: A Cross Lingual Video and Text Retrieval Dataset

Jayaprakash A, Abhishek, Rishabh Dabral, Ganesh Ramakrishnan, Preethi Jyothi

专题命中跨模态检索：audio-visual(abstract)

1911.10316 2021-02-18 q-bio.MN 50%

Deep graph embedding for prioritizing synergistic anticancer drug combinations

Peiran Jiang, Shujun Huang, Zhenyuan Fu, Zexuan Sun, Ted M. Lakowski, Pingzhao Hu

专题命中跨模态检索：multimodal(abstract)

2101.05500 2021-01-15 cs.LG 50%

Joint Dimensionality Reduction for Separable Embedding Estimation

Yanjun Li, Bihan Wen, Hao Cheng, Yoram Bresler

专题命中跨模态检索：multi-modal(abstract)

2012.00651 2020-12-02 q-bio.BM cs.LG 50%

Cross-Modality Protein Embedding for Compound-Protein Affinity and Contact Prediction

Yuning You, Yang Shen

专题命中跨模态检索：multi-modal(abstract)

Comments Machine Learning for Structural Biology Workshop, NeurIPS 2020

2010.10327 2020-10-21 eess.SP 50%

Can Steering Wheel Detect Your Driving Fatigue?

Jianchao Lu, Xi Zheng, Tianyi Zhang, Michael Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou

专题命中跨模态检索：multimodal(abstract)

2006.05553 2020-10-16 cs.LG stat.ME stat.ML 50%

Neural Methods for Point-wise Dependency Estimation

Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov

专题命中跨模态检索：cross-modal(abstract)

2008.10858 2020-08-26 cs.LG stat.ML 50%

LowFER: Low-rank Bilinear Pooling for Link Prediction

Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield, Günter Neumann

专题命中跨模态检索：multi-modal(abstract)

Comments Accepted by ICML'20

2006.07561 2020-08-04 stat.ME stat.CO 50%

Model Based Screening Embedded Bayesian Variable Selection for Ultra-high Dimensional Settings

Dongjin Li, Somak Dutta, Vivekananda Roy

专题命中跨模态检索：multimodal(abstract)

Comments 54 pages including supplementary,4 figures and 6 tables

2005.00259 2020-05-04 cs.LG stat.ML 50%

Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction

Shuchu Han, Alexandru Niculescu-Mizil

专题命中跨模态检索：multi-modal(abstract)

2001.08413 2020-02-06 physics.chem-ph 50%

Can current experimental data exclude non-Gaussian genuine band shapes in ultraviolet photoelectron spectra of the hydrated electron?

Ruth Signorell

专题命中跨模态检索：multimodal(abstract)

2002.00904 2020-02-04 eess.SP cs.LG 50%

Siamese Neural Networks for EEG-based Brain-computer Interfaces

Soroosh Shahtalebi, Amir Asif, Arash Mohammadi

专题命中跨模态检索：multi-modal(abstract)

1911.12481 2019-12-02 cs.LG cs.IR stat.ML 50%

Product Knowledge Graph Embedding for E-commerce

Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, Kannan Achan

专题命中跨模态检索：multi-modal(abstract)

1911.07055 2019-11-19 physics.optics physics.app-ph 50%

Photonic-chip assisted correlative light and electron microscopy

Jean-Claude Tinguely, Anna Maria Steyer, Cristina Ionica Øie, Øystein Ivar Helle, Firehun Tsige Dullo, Randi Olsen, Peter McCourt, Yannick Schwab, Balpreet Singh Ahluwalia

专题命中跨模态检索：multi-modal(abstract)

Comments 23 Pages, 11 Figures

1902.00526 2019-02-05 cs.SE 50%

Applications of Multi-view Learning Approaches for Software Comprehension

Amir Saeidi, Jurriaan Hage, Ravi Khadka, Slinger Jansen

专题命中跨模态检索：cross-modal(abstract)

Journal ref The Art, Science, and Engineering of Programming, 2019, Vol. 3, Issue 3, Article 14

1611.06668 2018-11-21 cs.IR 50%

MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation

Qiang Cui, Shu Wu, Qiang Liu, Wen Zhong, Liang Wang

专题命中跨模态检索：multi-modal(abstract)

1807.06651 2018-10-09 stat.ML cs.IR cs.LG 50%

Item Recommendation with Variational Autoencoders and Heterogenous Priors

Giannis Karamanolakis, Kevin Raji Cherian, Ananth Ravi Narayan, Jie Yuan, Da Tang, Tony Jebara

专题命中跨模态检索：multimodal(abstract)

Comments Accepted for the 3rd Workshop on Deep Learning for Recommender Systems (DLRS 2018), held in conjunction with the 12th ACM Conference on Recommender Systems (RecSys 2018) in Vancouver, Canada

1808.10867 2018-09-03 cs.LG stat.ML 50%

Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction

Homa Hosseinmardi, Amir Ghasemian, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara

专题命中跨模态检索：multimodal(abstract)

1803.10450 2018-03-29 cs.IR 50%

Siamese Cookie Embedding Networks for Cross-Device User Matching

Ugo Tanielian, Anne-Marie Tousch, Flavian Vasile

专题命中跨模态检索：multi-modal(abstract)

Comments The Web Conference 2018 poster 3 pages, 2 figures

1802.06451 2018-02-20 cs.SI 50%

D-Sempre: Learning Deep Semantic-Preserving Embeddings for User interests-Social Contents Modeling

Shuang Ma, Chang Wen Chen

专题命中跨模态检索：multi-modal(abstract)

Comments ACM Multimedia

1706.03485 2018-01-30 physics.optics 50%

Multifrequency Excitation and Detection Scheme in Apertureless Scattering Near Field Scanning Optical Microscopy

H. Greener, M. Mrejen, U. Arieli, H. Suchowski

专题命中跨模态检索：multimodal(abstract)

Comments 5 pages, 4 figures

Journal ref Optics Letters 42, 3157 (2017)

1. 跨模态检索 3496 篇

Emotion Embedding Spaces for Matching Music to Stories

Task-Adaptive Neural Network Search with Meta-Contrastive Learning

Non-Gaussian Gaussian Processes for Few-Shot Regression

Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions

Associative Memories via Predictive Coding

Towards Zero-shot Cross-lingual Image Retrieval and Tagging

Improving the Authentication with Built-in Camera Protocol Using Built-in Motion Sensors: A Deep Learning Solution

WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science

Passage Retrieval for Outside-Knowledge Visual Question Answering

Rudder: A Cross Lingual Video and Text Retrieval Dataset

Deep graph embedding for prioritizing synergistic anticancer drug combinations

Joint Dimensionality Reduction for Separable Embedding Estimation

Cross-Modality Protein Embedding for Compound-Protein Affinity and Contact Prediction

Can Steering Wheel Detect Your Driving Fatigue?

Neural Methods for Point-wise Dependency Estimation

LowFER: Low-rank Bilinear Pooling for Link Prediction

Model Based Screening Embedded Bayesian Variable Selection for Ultra-high Dimensional Settings

Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction

Can current experimental data exclude non-Gaussian genuine band shapes in ultraviolet photoelectron spectra of the hydrated electron?

Siamese Neural Networks for EEG-based Brain-computer Interfaces

Product Knowledge Graph Embedding for E-commerce

Photonic-chip assisted correlative light and electron microscopy

Applications of Multi-view Learning Approaches for Software Comprehension

MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation

Item Recommendation with Variational Autoencoders and Heterogenous Priors

Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction

Siamese Cookie Embedding Networks for Cross-Device User Matching

D-Sempre: Learning Deep Semantic-Preserving Embeddings for User interests-Social Contents Modeling

Multifrequency Excitation and Detection Scheme in Apertureless Scattering Near Field Scanning Optical Microscopy