多模态大模型 - arXivDaily 专题

2412.15513 2024-12-23 physics.optics eess.IV 50%

Stabilizing Laplacian Inversion in Fokker-Planck Image Retrieval using the Transport-of-Intensity Equation

Samantha J Alloo, Kaye S Morgan

专题命中跨模态检索：multimodal(abstract)

2411.12295 2024-11-20 cs.IR 50%

Consistency Regularization for Complementary Clothing Recommendations

Shuiying Liao, P. Y. Mok, Li Li

专题命中跨模态检索：multi-modal(abstract)

2411.01368 2024-11-05 cs.IR q-fin.CP 50%

Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models

Ali Elahi, Fatemeh Taghvaei

专题命中跨模态检索：multi-modal(abstract)

Comments 9 pages, 5 figures

2410.22347 2024-10-31 cs.IR cs.LG 50%

GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Ted Willke

专题命中跨模态检索：cross-modal(abstract)

2410.18317 2024-10-25 physics.optics physics.app-ph physics.med-ph 50%

Separating edges from microstructure in X-ray dark-field imaging: Evolving and devolving perspectives via the X-ray Fokker-Planck equation

Samantha J. Alloo, David M. Paganin, Michelle K. Croughan, Jannis N. Ahlers, Konstantin M. Pavlov, Kaye S. Morgan

专题命中跨模态检索：multimodal(abstract)

Comments 21 pages and 7 figures

2305.03136 2024-10-17 q-bio.PE cs.LG 50%

Contrastive losses as generalized models of global epistasis

David H. Brookes, Jakub Otwinowski, Sam Sinai

专题命中跨模态检索：multimodal(abstract)

2410.05752 2024-10-10 cs.LG cs.DB cs.IR 50%

Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space

Zhonghan Chen, Ruiyuan Zhang, Xi Zhao, Xiaojun Cheng, Xiaofang Zhou

专题命中跨模态检索：multimodal(abstract)

2409.18402 2024-09-30 cs.LG stat.ML 50%

Embed and Emulate: Contrastive representations for simulation-based inference

Ruoxi Jiang, Peter Y. Lu, Rebecca Willett

专题命中跨模态检索：multimodal(abstract)

2409.08302 2024-09-16 q-bio.QM cs.LG 50%

How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval

Philip Fradkin, Puria Azadi, Karush Suri, Frederik Wenkel, Ali Bashashati, Maciej Sypetkowski, Dominique Beaini

专题命中跨模态检索：multi-modal(abstract)

2310.08750 2024-08-26 cs.LG 50%

Search-Adaptor: Embedding Customization for Information Retrieval

Jinsung Yoon, Sercan O Arik, Yanfei Chen, Tomas Pfister

专题命中跨模态检索：multimodal(abstract)

Comments Published in 2024 ACL Main Conference

2312.04763 2024-07-18 cs.IR 50%

Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective

Fangzhou Song, Bin Zhu, Yanbin Hao, Shuo Wang

专题命中跨模态检索：cross-modal(abstract)

Comments ECCV2024

2407.11605 2024-07-17 cs.IR 50%

Interactions with Generative Information Retrieval Systems

Mohammad Aliannejadi, Jacek Gwizdka, Hamed Zamani

专题命中跨模态检索：multi-modal(abstract)

Comments Draft of a chapter intended to appear in a forthcoming book on generative information retrieval, co-edited by Chirag Shah and Ryen White

2310.11989 2024-07-17 cs.LG 50%

Image Clustering with External Guidance

Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng

专题命中跨模态检索：cross-modal(abstract)

Journal ref ICML 2024 (Oral)

2407.02265 2024-07-03 cs.LG q-bio.BM 50%

DrugCLIP: Contrastive Drug-Disease Interaction For Drug Repurposing

Yingzhou Lu, Yaojun Hu, Chenhao Li

专题命中跨模态检索：multimodal(abstract)

2406.14440 2024-06-21 eess.SP 50%

LLM4CP: Adapting Large Language Models for Channel Prediction

Boxun Liu, Xuanyu Liu, Shijian Gao, Xiang Cheng, Liuqing Yang

专题命中跨模态检索：cross-modal(abstract)

2311.16159 2024-06-03 cond-mat.mtrl-sci eess.IV physics.optics 50%

Single-exposure elemental differentiation and texture-sensitive phase-retrieval imaging with a neutron counting micro-channel plate detector

Benedicta D. Arhatari, David M. Paganin, Henry Kirkwood, Anton S. Tremsin, Timur E. Gureyev, Alexander M. Korsunsky, Winfried Kockelmann, Felix Hofmann, Eric Huwald, Shu-Yan Zhang, Joe Kelleher, Brian Abbey

专题命中跨模态检索：multimodal(abstract)

Comments Revised manuscript resubmitted to Physical Review A

Journal ref Physical Review A 109, 053529 (2024)

2210.15148 2024-05-09 physics.soc-ph cs.IT math-ph math.IT math.MP 50%

Ranking Edges by their Impact on the Spectral Complexity of Information Diffusion over Networks

Jeremy Kazimer, Manlio de Domenico, Peter J. Mucha, Dane Taylor

专题命中跨模态检索：multimodal(abstract)

Comments 27 pages, 9 figures. Revision based on submission to SIAM MMS journal

2403.19461 2024-04-26 cs.RO 50%

Learning Sampling Distribution and Safety Filter for Autonomous Driving with VQ-VAE and Differentiable Optimization

Simon Idoko, Basant Sharma, Arun Kumar Singh

专题命中跨模态检索：multi-modal(abstract)

2312.16335 2024-04-04 cs.LG cs.DB 50%

LeanVec: Searching vectors faster by making them fit

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke

专题命中跨模态检索：cross-modal(abstract)

2403.13317 2024-04-02 cs.IR 50%

Flickr30K-CFQ: A Compact and Fragmented Query Dataset for Text-image Retrieval

Haoyu Liu, Yaoxian Song, Xuwu Wang, Zhu Xiangru, Zhixu Li, Wei Song, Tiefeng Li

专题命中跨模态检索：multi-modal(abstract)

2402.08532 2024-02-14 cs.IR 50%

Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models

Jason Tang, Garrin McGoldrick, Marie Al-Ghossein, Ching-Wei Chen

专题命中跨模态检索：multimodal(abstract)

Comments The 3rd International Workshop on Interactive and Scalable Information Retrieval Methods for E-Commerce (ISIR-eCom 2024) Held in conjunction with ACM WSDM - March 8th, 2024

2401.07175 2024-01-17 cs.LG 50%

Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization

Somya Sharma, Swati Sharma, Rafael Padilha, Emre Kiciman, Ranveer Chandra

专题命中跨模态检索：multi-modal(abstract)

Comments Neurips workshop on Tackling Climate Change 2023

2312.16478 2023-12-29 cs.LG 50%

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation

Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang

专题命中跨模态检索：cross-modal(abstract)

2312.15081 2023-12-27 cs.LG cs.IR stat.ML 50%

Learning Rich Rankings

Arjun Seshadri, Stephen Ragain, Johan Ugander

专题命中跨模态检索：multimodal(abstract)

Comments 45 pages

2310.11931 2023-10-19 cs.IR 50%

Simulating Users in Interactive Web Table Retrieval

Björn Engelmann, Timo Breuer, Philipp Schaer

专题命中跨模态检索：multimodal(abstract)

Comments 4 pages + references; accepted at CIKM'23

Journal ref CIKM 2023

2309.06081 2023-09-13 cs.LG 50%

Information Flow in Graph Neural Networks: A Clinical Triage Use Case

Víctor Valls, Mykhaylo Zayats, Alessandra Pascale

专题命中跨模态检索：multi-modal(abstract)

2309.05803 2023-09-13 cs.RO cs.LG 50%

Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models

Sumeet Singh, Stephen Tu, Vikas Sindhwani

专题命中跨模态检索：multi-modal(abstract)

2308.04520 2023-08-10 cs.LO 50%

Multimodality in the Hypergraph Lambek Calculus

Tikhon Pshenitsyn

专题命中跨模态检索：multimodal(abstract)

Comments In Proceedings AMSLO 2023, arXiv:2308.03679

Journal ref EPTCS 381, 2023, pp. 46-59

2307.10650 2023-07-21 cs.IR 50%

Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning

Zhipeng Zhang, Piao Tong, Yingwei Ma, Qiao Liu, Xujiang Liu, Xu Luo

专题命中跨模态检索：multimodal(abstract)

2305.19912 2023-06-01 cs.IR 50%

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu

专题命中跨模态检索：multi-modal(abstract)

Comments Accepted by Findings of ACL 2023

1. 跨模态检索 3460 篇

Stabilizing Laplacian Inversion in Fokker-Planck Image Retrieval using the Transport-of-Intensity Equation

Consistency Regularization for Complementary Clothing Recommendations

Combining Financial Data and News Articles for Stock Price Movement Prediction Using Large Language Models

GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction

Separating edges from microstructure in X-ray dark-field imaging: Evolving and devolving perspectives via the X-ray Fokker-Planck equation

Contrastive losses as generalized models of global epistasis

Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space

Embed and Emulate: Contrastive representations for simulation-based inference

How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval

Search-Adaptor: Embedding Customization for Information Retrieval

Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective

Interactions with Generative Information Retrieval Systems

Image Clustering with External Guidance

DrugCLIP: Contrastive Drug-Disease Interaction For Drug Repurposing

LLM4CP: Adapting Large Language Models for Channel Prediction

Single-exposure elemental differentiation and texture-sensitive phase-retrieval imaging with a neutron counting micro-channel plate detector

Ranking Edges by their Impact on the Spectral Complexity of Information Diffusion over Networks

Learning Sampling Distribution and Safety Filter for Autonomous Driving with VQ-VAE and Differentiable Optimization

LeanVec: Searching vectors faster by making them fit

Flickr30K-CFQ: A Compact and Fragmented Query Dataset for Text-image Retrieval

Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models

Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation

Learning Rich Rankings

Simulating Users in Interactive Web Table Retrieval

Information Flow in Graph Neural Networks: A Clinical Triage Use Case

Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models

Multimodality in the Hypergraph Lambek Calculus

Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data