Výsledky vyhľadávania - "ML: Deep Neural Architectures and Foundation Models"

Layer-Wise Representation Fusion for Compositional Generalization

Autori: Zheng, Yafang Lin, Lei Li, Shuangtao a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 17: AAAI-24 Technical Tracks 17; 19706-19714 ; 2374-3468 ; 2159-5399

Predmety: NLP: Other, HAI: Other Foundations of Human Computation & AI, ML: Applications, ML: Deep Generative Models & Autoencoders, ML: Deep Neural Architectures and Foundation Models, ML: Representation Learning, NLP: Generation, NLP: Lexical Semantics and Morphology, NLP: Machine Translation, Multilinguality, Cross-Lingual NLP

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29944/31651; https://ojs.aaai.org/index.php/AAAI/article/view/29944

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29944
https://doi.org/10.1609/aaai.v38i17.29944

DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification

Autori: Alex, Tony Ahmed, Sara Mustafa, Armin a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 16: AAAI-24 Technical Tracks 16; 17647-17655 ; 2374-3468 ; 2159-5399

Predmety: NLP: Speech, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29716/31229; https://ojs.aaai.org/index.php/AAAI/article/view/29716/31230; https://ojs.aaai.org/index.php/AAAI/article/view/29716

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29716
https://doi.org/10.1609/aaai.v38i16.29716

Patch-Aware Sample Selection for Efficient Masked Image Modeling

Autori: Zhuge, Zhengyang Wang, Jiaxing Li, Yong a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 15: AAAI-24 Technical Tracks 15; 17245-17253 ; 2374-3468 ; 2159-5399

Predmety: ML: Unsupervised & Self-Supervised Learning, CV: Learning & Optimization for CV, ML: Deep Learning Algorithms, ML: Deep Neural Architectures and Foundation Models, ML: Representation Learning

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29671/31147; https://ojs.aaai.org/index.php/AAAI/article/view/29671/31148; https://ojs.aaai.org/index.php/AAAI/article/view/29671

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29671
https://doi.org/10.1609/aaai.v38i15.29671

A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis

Autori: Zhang, Rongchao Lou, Yiwei Xu, Dexuan a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 15: AAAI-24 Technical Tracks 15; 16803-16811 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Learning Algorithms, APP: Security, ML: Applications, ML: Deep Neural Architectures and Foundation Models, ML: Privacy

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29621/31053; https://ojs.aaai.org/index.php/AAAI/article/view/29621/31054; https://ojs.aaai.org/index.php/AAAI/article/view/29621

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29621
https://doi.org/10.1609/aaai.v38i15.29621

FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection

Autori: Zhang, Dongmei Li, Chang Zhang, Renrui a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 15: AAAI-24 Technical Tracks 15; 16723-16731 ; 2374-3468 ; 2159-5399

Predmety: ML: Multimodal Learning, CV: 3D Computer Vision, CV: Language and Vision, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29612/31036; https://ojs.aaai.org/index.php/AAAI/article/view/29612/31037; https://ojs.aaai.org/index.php/AAAI/article/view/29612

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29612
https://doi.org/10.1609/aaai.v38i15.29612

A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning

Autori: Yang, Tianpei You, Heng Hao, Jianye a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 15: AAAI-24 Technical Tracks 15; 16352-16360 ; 2374-3468 ; 2159-5399

Predmety: ML: Reinforcement Learning, ROB: Learning & Optimization for ROB, ML: Transfer, Domain Adaptation, Multi-Task Learning, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29571/30958; https://ojs.aaai.org/index.php/AAAI/article/view/29571/30959; https://ojs.aaai.org/index.php/AAAI/article/view/29571

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29571
https://doi.org/10.1609/aaai.v38i15.29571

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials

Autori: Xing, Xingrun Du, Li Wang, Xinyuan a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 16094-16102 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Neural Architectures and Foundation Models, NLP: (Large) Language Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29542/30903; https://ojs.aaai.org/index.php/AAAI/article/view/29542/30904; https://ojs.aaai.org/index.php/AAAI/article/view/29542

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29542
https://doi.org/10.1609/aaai.v38i14.29542

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

Autori: Xiao, Jingge Basso, Leonie Nejdl, Wolfgang a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 16023-16031 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Learning Algorithms, ML: Classification and Regression, ML: Deep Generative Models & Autoencoders, ML: Deep Learning Theory, ML: Deep Neural Architectures and Foundation Models, ML: Representation Learning, ML: Time-Series/Data Streams

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29534/30888; https://ojs.aaai.org/index.php/AAAI/article/view/29534/30889; https://ojs.aaai.org/index.php/AAAI/article/view/29534

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29534
https://doi.org/10.1609/aaai.v38i14.29534

Transformer as Linear Expansion of Learngene

Autori: Xia, Shiyu Zhang, Miaosen Yang, Xu a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 16014-16022 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Neural Architectures and Foundation Models, ML: Classification and Regression, ML: Deep Learning Algorithms

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29533/30886; https://ojs.aaai.org/index.php/AAAI/article/view/29533/30887; https://ojs.aaai.org/index.php/AAAI/article/view/29533

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29533
https://doi.org/10.1609/aaai.v38i14.29533

Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery

Autori: Wei, Zimian Dong, Peijie Hui, Zheng a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 15814-15822 ; 2374-3468 ; 2159-5399

Predmety: ML: Auto ML and Hyperparameter Tuning, CV: Learning & Optimization for CV, CV: Applications, ML: Deep Neural Architectures and Foundation Models, CV: Representation Learning for Vision, CV: Other Foundations of Computer Vision

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29511/30847; https://ojs.aaai.org/index.php/AAAI/article/view/29511/30848; https://ojs.aaai.org/index.php/AAAI/article/view/29511

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29511
https://doi.org/10.1609/aaai.v38i14.29511

BVT-IMA: Binary Vision Transformer with Information-Modified Attention

Autori: Wang, Zhenyu Luo, Hao Xie, Xuemei a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 15761-15769 ; 2374-3468 ; 2159-5399

Predmety: ML: Learning on the Edge & Model Compression, ML: Classification and Regression, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29505/30837; https://ojs.aaai.org/index.php/AAAI/article/view/29505/30838; https://ojs.aaai.org/index.php/AAAI/article/view/29505

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29505
https://doi.org/10.1609/aaai.v38i14.29505

V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models

Autori: Wang, Heng Ma, Jianbo Pascual, Santiago a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 15492-15501 ; 2374-3468 ; 2159-5399

Predmety: ML: Multimodal Learning, ML: Deep Neural Architectures and Foundation Models, ML: Applications

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29475/30780; https://ojs.aaai.org/index.php/AAAI/article/view/29475/30781; https://ojs.aaai.org/index.php/AAAI/article/view/29475

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29475
https://doi.org/10.1609/aaai.v38i14.29475

FFT-Based Dynamic Token Mixer for Vision

Autori: Tatsunami, Yuki Taki, Masato

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 14: AAAI-24 Technical Tracks 14; 15328-15336 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Neural Architectures and Foundation Models, CV: Object Detection & Categorization, CV: Segmentation, ML: Deep Learning Algorithms

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29457/30746; https://ojs.aaai.org/index.php/AAAI/article/view/29457/30747; https://ojs.aaai.org/index.php/AAAI/article/view/29457

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29457
https://doi.org/10.1609/aaai.v38i14.29457

Robustly Train Normalizing Flows via KL Divergence Regularization

Autori: Song, Kun Solozabal, Ruben Li, Hao a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 15047-15055 ; 2374-3468 ; 2159-5399

Predmety: ML: Classification and Regression, ML: Deep Learning Algorithms, ML: Deep Neural Architectures and Foundation Models, ML: Learning with Manifolds, ML: Matrix & Tensor Methods, ML: Representation Learning

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29426/30691; https://ojs.aaai.org/index.php/AAAI/article/view/29426

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29426
https://doi.org/10.1609/aaai.v38i13.29426

Building Variable-Sized Models via Learngene Pool

Autori: Shi, Boyu Xia, Shiyu Yang, Xu a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14946-14954 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Neural Architectures and Foundation Models, ML: Classification and Regression, ML: Deep Learning Algorithms

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29415/30671; https://ojs.aaai.org/index.php/AAAI/article/view/29415

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29415
https://doi.org/10.1609/aaai.v38i13.29415

Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm

Autori: Papachristodoulou, Andreas Kyrkou, Christos Timotheou, Stelios a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14536-14544 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Learning Algorithms, ML: Classification and Regression, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29369/30584; https://ojs.aaai.org/index.php/AAAI/article/view/29369/30585; https://ojs.aaai.org/index.php/AAAI/article/view/29369

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29369
https://doi.org/10.1609/aaai.v38i13.29369

HOP to the Next Tasks and Domains for Continual Learning in NLP

Autori: Michieli, Umberto Ozay, Mete

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14359-14369 ; 2374-3468 ; 2159-5399

Predmety: ML: Life-Long and Continual Learning, NLP: Text Classification, ML: Deep Neural Architectures and Foundation Models, NLP: (Large) Language Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29349/30546; https://ojs.aaai.org/index.php/AAAI/article/view/29349/30547; https://ojs.aaai.org/index.php/AAAI/article/view/29349

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29349
https://doi.org/10.1609/aaai.v38i13.29349

One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems

Autori: Małkiński, Mikołaj Mańdziuk, Jacek

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14297-14305 ; 2374-3468 ; 2159-5399

Predmety: ML: Transfer, Domain Adaptation, Multi-Task Learning, CV: Visual Reasoning & Symbolic Representations, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29342/30533; https://ojs.aaai.org/index.php/AAAI/article/view/29342/30534; https://ojs.aaai.org/index.php/AAAI/article/view/29342

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29342
https://doi.org/10.1609/aaai.v38i13.29342

One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training

Autori: Ma, Lianbo Zhou, Yuee Ma, Jianlun a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 13: AAAI-24 Technical Tracks 13; 14246-14254 ; 2374-3468 ; 2159-5399

Predmety: ML: Deep Neural Architectures and Foundation Models, ML: Deep Learning Theory

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29336/30521; https://ojs.aaai.org/index.php/AAAI/article/view/29336/30522; https://ojs.aaai.org/index.php/AAAI/article/view/29336

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29336
https://doi.org/10.1609/aaai.v38i13.29336

UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer

Autori: Liu, Ji Tang, Dehua Huang, Yuanxian a ďalší

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence; Vol. 38 No. 12: AAAI-24 Technical Tracks 12; 13891-13899 ; 2374-3468 ; 2159-5399

Predmety: ML: Optimization, CV: Object Detection & Categorization, ML: Deep Neural Architectures and Foundation Models

Popis súboru: application/pdf

Relation: https://ojs.aaai.org/index.php/AAAI/article/view/29296/30444; https://ojs.aaai.org/index.php/AAAI/article/view/29296/30445; https://ojs.aaai.org/index.php/AAAI/article/view/29296

Dostupnosť: https://ojs.aaai.org/index.php/AAAI/article/view/29296
https://doi.org/10.1609/aaai.v38i12.29296