多模态大模型 - arXivDaily 专题

2409.02705 2024-09-05 stat.ME 50%

A family of toroidal diffusions with exact likelihood inference

Eduardo García-Portugués, Michael Sørensen

专题命中多模态生成：multimodal(abstract)

Comments 23 pages, 7 figures, 2 tables

2407.19541 2024-08-20 eess.SP 50%

Pixel-Level GPS Localization and Denoising using Computer Vision and 6G Communication Beams

Gouranga Charan, Tawfik Osman, Ahmed Alkhateeb

专题命中多模态生成：multi-modal(abstract)

Comments Datasets and code files are available on the DeepSense website: https://deepsense6g.net/. To appear in IEEE GLOBECOM 2024

2407.17795 2024-08-20 cs.LG 50%

Enhancing Diversity in Multi-objective Feature Selection

Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi

专题命中多模态生成：multi-modal(abstract)

Comments 8 pages, 3 figures, published in IEEE WCCI 2024 conference, DOI added

Journal ref S. Z. Miyandoab, S. Rahnamayan, A. A. Bidgoli, S. Ebrahimi, and M. Makrehchi, "Enhancing Diversity in Multi-Objective Feature Selection," 2024 IEEE Congress on Evolutionary Computation (CEC), Yokohama, Japan, 2024, pp. 1-8

2408.05196 2024-08-12 cs.LG q-bio.BM 50%

Cell Morphology-Guided Small Molecule Generation with GFlowNets

Stephen Zhewen Lu, Ziqing Lu, Ehsan Hajiramezanali, Tommaso Biancalani, Yoshua Bengio, Gabriele Scalia, Michał Koziarski

专题命中多模态生成：multimodal(abstract)

2408.04927 2024-08-12 cs.NI eess.SP 50%

Large Models for Aerial Edges: An Edge-Cloud Model Evolution and Communication Paradigm

Shuhang Zhang, Qingyu Liu, Ke Chen, Boya Di, Hongliang Zhang, Wenhan Yang, Dusit Niyato, Zhu Han, H. Vincent Poor

专题命中多模态生成：multi-modal(abstract)

2402.06277 2024-08-12 physics.geo-ph cs.LG 50%

Controllable seismic velocity synthesis using generative diffusion models

Fu Wang, Xinquan Huang, Tariq Alkhalifah

专题命中多模态生成：multi-modal(abstract)

Journal ref JGR: Machine learning and Computation, 2024

2401.00261 2024-08-08 physics.optics physics.bio-ph 50%

Super-Resolution Microscopy Based on the Inherent Fluctuations of Dye Molecules

Alexander Krupinski-Ptaszek, Adrian Makowski, Aleksandra Mielnicka, Monika Pawłowska, Ron Tenne, Radek Lapkiewicz

专题命中多模态生成：multimodal(abstract)

2408.00292 2024-08-02 cs.HC 50%

Everything We Hear: Towards Tackling Misinformation in Podcasts

Sachin Pathiyan Cherumanal, Ujwal Gadiraju, Damiano Spina

专题命中多模态生成：multimodal(abstract)

Comments Accepted at ACM ICMI'24 (Third Place Blue Sky Paper)

2407.19818 2024-07-30 hep-ph hep-ex 50%

Accelerating template generation in resonant anomaly detection searches with optimal transport

Matthew Leigh, Debajyoti Sengupta, Benjamin Nachman, Tobias Golling

专题命中多模态生成：multimodal(abstract)

Comments 14 pages, 7 figures, 1 table

2407.15703 2024-07-23 cs.LG astro-ph.IM stat.ML 50%

Estimating Probability Densities with Transformer and Denoising Diffusion

Henry W. Leung, Jo Bovy, Joshua S. Speagle

专题命中多模态生成：multimodal(abstract)

Comments Accepted at the ICML 2024 Workshop on Foundation Models in the Wild

2303.16593 2024-07-23 cs.HC 50%

Investigating the Design Considerations for Integrating Text-to-Image Generative AI within Augmented Reality Environments

Yongquan Hu, Dawen Zhang, Mingyue Yuan, Kaiqi Xian, Don Samitha Elvitigala, June Kim, Gelareh Mohammadi, Zhenchang Xing, Xiwei Xu, Aaron Quigley

专题命中多模态生成：multimodal(abstract)

2407.13152 2024-07-19 physics.app-ph cond-mat.mes-hall 50%

Composable Generation Strategy Framework Enabled Bidirectional Design on Topological Circuits

Xi Chen, Jinyang Sun, Xiumei Wang, Maoxin Chen, Qingyuan Lin, Minggang Xia, Xingping Zhou

专题命中多模态生成：multimodal(abstract)

2406.19546 2024-07-08 cs.HC 50%

Understanding Modality Preferences in Search Clarification

Leila Tavakoli, Giovanni Castiglia, Federica Calo, Yashar Deldjoo, Hamed Zamani, Johanne R. Trippas

专题命中多模态生成：multi-modal(abstract)

2404.18383 2024-07-01 cs.RO 50%

A Framework for Learning and Reusing Robotic Skills

Brendan Hertel, Nhu Tran, Meriem Elkoudi, Reza Azadeh

专题命中多模态生成：multimodal(abstract)

Comments 4 pages, 4 figures. Accepted for publication as work-in-progress paper at Ubiquitous Robots (UR) 2024. Code available here: https://github.com/brenhertel/Probabilistic-Segmentation and here: https://github.com/brenhertel/Elastic-Clustering

Journal ref 2024 20th International Conference on Ubiquitous Robots (UR) 801-804

2402.07647 2024-07-01 cs.IR 50%

GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants

Sophie Fischer, Carlos Gemmell, Niklas Tecklenburg, Iain Mackie, Federico Rossetto, Jeffrey Dalton

专题命中多模态生成：multimodal(abstract)

Comments 11 pages, KDD Preprint

2404.03863 2024-06-28 cond-mat.mtrl-sci 50%

Establishing the relationship between generalized crystallographic texture and macroscopic yield surfaces using partial input convex neural networks

Lloyd van Wees, Karthik Shankar, Jan N. Fuhg, Nikolaos Bouklas, Paul Shade, Mark Obstalecki, Matthew Kasemer

专题命中多模态生成：multi-modal(abstract)

Comments 29 pages, 16 figures

2406.15833 2024-06-25 cs.RO 50%

XBG: End-to-end Imitation Learning for Autonomous Behaviour in Human-Robot Interaction and Collaboration

Carlos Cardenas-Perez, Giulio Romualdi, Mohamed Elobaid, Stefano Dafarra, Giuseppe L'Erario, Silvio Traversaro, Pietro Morerio, Alessio Del Bue, Daniele Pucci

专题命中多模态生成：multimodal(abstract)

Comments Submitted to RA-L https://ami-iit.github.io/xbg/

2402.06320 2024-06-18 stat.ML cs.LG stat.CO 50%

Particle Denoising Diffusion Sampler

Angus Phillips, Hai-Dang Dau, Michael John Hutchinson, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet

专题命中多模态生成：multimodal(abstract)

Comments To be published in ICML 2024. 37 pages, 20 figures, 3 tables, 5 algorithms

2402.03106 2024-06-17 cs.GR 50%

DARTS: Diffusion Approximated Residual Time Sampling for Time-of-flight Rendering in Homogeneous Scattering Media

Qianyue He, Dongyu Du, Haitian Jiang, Xin Jin

专题命中多模态生成：multi-modal(abstract)

Comments 15 pages, 12 figures

2406.01282 2024-06-10 cs.LG 50%

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE

Jiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang, Shi Jin

专题命中多模态生成：image-text(abstract)

Comments The short version of this work will appear in the Proceedings of the 2024 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024)

2406.02212 2024-06-05 cs.CE 50%

Generative Pre-Trained Diffusion Paradigm for Zero-Shot Time Series Forecasting

Jiarui Yang, Tao Dai, Naiqi Li, Junxi Wu, Peiyuan Liu, Jinmin Li, Jigang Bao, Haigang Zhang, Shutao Xia

专题命中多模态生成：cross-modal(abstract)

2406.01169 2024-06-04 physics.chem-ph cond-mat.mtrl-sci 50%

Current and future applications of PVDF-carbon nanomaterials in energy and sensing

Joanna Kujawa, Slawomir Boncel, Samer Al Gharabli, Stanislaw Koter, Anna Kaczmarek Kedziera, Emil Korczeniewski, Artur P. Terzyk

专题命中多模态生成：multimodal(abstract)

Comments 440 references

Journal ref Published in Chemical Engineering Journal Volume 492, 15 July 2024, 151856

2405.19528 2024-05-31 cs.RO 50%

Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion

Zhitian Zhang, Anjian Li, Angelica Lim, Mo Chen

专题命中多模态生成：multimodal(abstract)

2402.03008 2024-05-30 stat.ML cs.LG stat.CO 50%

Diffusive Gibbs Sampling

Wenlin Chen, Mingtian Zhang, Brooks Paige, José Miguel Hernández-Lobato, David Barber

专题命中多模态生成：multi-modal(abstract)

Comments Accepted for publication at ICML 2024. Code available: https://github.com/Wenlin-Chen/DiGS

2310.00422 2024-05-30 physics.optics physics.app-ph 50%

Bound State in the Continuum Supported Asymmetric Dome-shaped Dielectric Metasurface: Crossing and Avoided Crossing of Transmission with Applications

Ohidul Islam, M. Hussayeen Khan Anik, Shakhawat Hossain Shakib, Nahid Hasan Niloy, Hriteshwar Talukder, Shovasis Kumar Biswas

专题命中多模态生成：multimodal(abstract)

Comments 15 pages, 6 figures, 1 table

2405.12453 2024-05-22 stat.CO 50%

One-step data-driven generative model via Schrödinger Bridge

Hanwen Huang

专题命中多模态生成：multi-modal(abstract)

Comments 22 pages, 5 figures

2405.06461 2024-05-15 cs.GR 50%

SketchDream: Sketch-based Text-to-3D Generation and Editing

Feng-Lin Liu, Hongbo Fu, Yu-Kun Lai, Lin Gao

专题命中多模态生成：multi-modal(abstract)

2405.07061 2024-05-14 cs.LG cs.AR cs.CR 50%

LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust

Zeng Wang, Lilas Alrahis, Likhitha Mankali, Johann Knechtel, Ozgur Sinanoglu

专题命中多模态生成：multimodal(abstract)

2404.19264 2024-05-01 cs.RO 50%

DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets

Xiaoyu Huang, Yufeng Chi, Ruofeng Wang, Zhongyu Li, Xue Bin Peng, Sophia Shao, Borivoje Nikolic, Koushil Sreenath

专题命中多模态生成：multimodal(abstract)

2404.12377 2024-04-19 cs.RO 50%

RoboDreamer: Learning Compositional World Models for Robot Imagination

Siyuan Zhou, Yilun Du, Jiaben Chen, Yandong Li, Dit-Yan Yeung, Chuang Gan

专题命中多模态生成：multimodal(abstract)

1. 多模态生成 4975 篇

A family of toroidal diffusions with exact likelihood inference

Pixel-Level GPS Localization and Denoising using Computer Vision and 6G Communication Beams

Enhancing Diversity in Multi-objective Feature Selection

Cell Morphology-Guided Small Molecule Generation with GFlowNets

Large Models for Aerial Edges: An Edge-Cloud Model Evolution and Communication Paradigm

Controllable seismic velocity synthesis using generative diffusion models

Super-Resolution Microscopy Based on the Inherent Fluctuations of Dye Molecules

Everything We Hear: Towards Tackling Misinformation in Podcasts

Accelerating template generation in resonant anomaly detection searches with optimal transport

Estimating Probability Densities with Transformer and Denoising Diffusion

Investigating the Design Considerations for Integrating Text-to-Image Generative AI within Augmented Reality Environments

Composable Generation Strategy Framework Enabled Bidirectional Design on Topological Circuits

Understanding Modality Preferences in Search Clarification

A Framework for Learning and Reusing Robotic Skills

GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants

Establishing the relationship between generalized crystallographic texture and macroscopic yield surfaces using partial input convex neural networks

XBG: End-to-end Imitation Learning for Autonomous Behaviour in Human-Robot Interaction and Collaboration

Particle Denoising Diffusion Sampler

DARTS: Diffusion Approximated Residual Time Sampling for Time-of-flight Rendering in Homogeneous Scattering Media

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE

Generative Pre-Trained Diffusion Paradigm for Zero-Shot Time Series Forecasting

Current and future applications of PVDF-carbon nanomaterials in energy and sensing

Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion

Diffusive Gibbs Sampling

Bound State in the Continuum Supported Asymmetric Dome-shaped Dielectric Metasurface: Crossing and Avoided Crossing of Transmission with Applications

One-step data-driven generative model via Schrödinger Bridge

SketchDream: Sketch-based Text-to-3D Generation and Editing

LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust

DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets

RoboDreamer: Learning Compositional World Models for Robot Imagination