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IMAGE CLUSTERING VIA THE PRINCIPLE OF RATE REDUCTION IN THE AGE OF PRE-TRAINED MODELS
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Chu, Tianzhe
;
Tong, Shengbang
;
Ding, Tianjiao
;
Dai, Xili
;
Haeffele, Benjamin D.
Adobe PDF(38509Kb)
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收藏
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浏览/下载:153/1
|
提交时间:2024/08/23
Image enhancement
Large datasets
Natural language processing systems
Reduction
Visual languages
Clusterings
Effective solution
Image clustering
Language processing
Learning languages
Machine learning problem
Natural languages
Paradigm shifts
Rate reduction
Visual representations
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 卷号: PP, 期号: 99
作者:
Chen, Nan
;
Zhang, Yuge
;
Xu, Jiahang
;
Ren, Kan
;
Yang, Yuqing
Adobe PDF(16656Kb)
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收藏
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浏览/下载:262/27
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提交时间:2024/10/11
Large datasets
Natural language processing systems
Spatio-temporal data
Visual languages
Visualization
Automatic visualization
Benchmark
Language model
Language processing
Language visualization
Large language model
Natural languages
Processing design
Visual data analysis
Visualization evaluation
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning
会议论文
PROCEEDINGS OF THE IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, Seattle, WA, United states, June 16, 2024 - June 22, 2024
作者:
Li, Rongjie
;
Wu, Yu
;
He, Xuming
Adobe PDF(2554Kb)
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收藏
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浏览/下载:16/1
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提交时间:2025/03/28
Adversarial machine learning
Contrastive Learning
Generative adversarial networks
Visual languages
Image captioning
Image texts
Labelings
Language model
Multi-modal
Multimodal reasoning
Performance
Question Answering
Text generations
Vision-language
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
会议论文
PROCEEDINGS OF THE IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, 2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2024, Seattle, WA, United states, June 16, 2024 - June 22, 2024
作者:
Li, Hongxia
;
Huang, Wei
;
Wang, Jingya
;
Shi, Ye
Adobe PDF(3593Kb)
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收藏
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浏览/下载:9/1
|
提交时间:2025/03/28
Adversarial machine learning
Collaborative learning
Contrastive Learning
Learning systems
Transfer learning
Visual languages
CLIP
Communication cost
Current fed
Data heterogeneity
Down-stream
Learning frameworks
Learning methods
Local training
Optimal transport
Prompt learning
Federated Learning
Prompt Learning
Optimal Transport
Harmonizing Generalization and Personalization in Federated Prompt Learning
会议论文
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, Vienna, Austria, July 21, 2024 - July 27, 2024
作者:
Cui, Tianyu
;
Li, Hongxia
;
Wang, Jingya
;
Shi, Ye
Adobe PDF(854Kb)
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收藏
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浏览/下载:203/6
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提交时间:2024/10/11
Adversarial machine learning
Contrastive Learning
Self-supervised learning
Transfer learning
Visual languages
Data heterogeneity
Domain levels
Generalisation
Generalization capability
Generalization capacity
Heterogeneous data
Knowledge guidances
Language model
Modeling abilities
Personalizations
Bridging Language and Geometric Primitives for Zero-shot Point Cloud Segmentation
会议论文
MM 2023 - PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Ottawa, ON, Canada, October 29, 2023 - November 3, 2023
作者:
Chen, Runnan
;
Zhu, Xinge
;
Chen, Nenglun
;
Li, Wei
;
Ma, Yuexin
Adobe PDF(2123Kb)
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收藏
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浏览/下载:226/1
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提交时间:2024/01/19
Geometry
Semantic Segmentation
Semantics
Visual languages
Zero-shot learning
3D object
Fine grained
Fine-grained relationships
Geometric elements
Geometric primitives
Learn+
Point cloud segmentation
Point-clouds
Semantic segmentation
Visual representations
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention
会议论文
PROCEEDINGS OF THE 37TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2023, Washington, DC, United states, February 7, 2023 - February 14, 2023
作者:
Guo, Ziyu
;
Zhang, Renrui
;
Qiu, Longtian
;
Ma, Xianzheng
;
Miao, Xupeng
Adobe PDF(4548Kb)
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收藏
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浏览/下载:420/0
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提交时间:2023/09/08
Benchmarking
Classification (of information)
Knowledge management
Visual languages
Zero-shot learning
Cost requirements
Data requirements
Down-stream
Learn+
Performance
Pre-training
Training costs
Training data
Training sets
Visual representations
Exploiting Contextual Objects and Relations for 3D Visual Grounding
会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), null,New Orleans,LA, DEC 10-16, 2023
作者:
Yang, Li
;
Yuan, Chunfeng
;
Zhang, Ziqi
;
Qi, Zhongang
;
Xu, Yan
收藏
|
浏览/下载:130/0
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提交时间:2024/07/15
3D modeling
Adversarial machine learning
Contrastive Learning
Electric grounding
Natural language processing systems
Object detection
Supervised learning
Three dimensional computer graphics
Visual languages
3D scenes
Contextual information
Detection networks
Modular network
Natural languages
Objects detection
Real world environments
Scene-based
Target object
Visual objects
Position-aware image captioning with spatial relation
期刊论文
NEUROCOMPUTING, 2022, 卷号: 497, 页码: 28-38
作者:
Duan, Yiqun
;
Wang, Zhen
;
Wang, Jingya
;
Wang, Yu-Kai
;
Lin, Chin-Teng
Adobe PDF(1769Kb)
|
收藏
|
浏览/下载:355/0
|
提交时间:2022/07/15
Deep learning
Natural language processing systems
Semantics
Visual languages
Deep learning
Embeddings
Image captioning
Language generation
Neural-networks
Spatial informations
Spatial relations
Transformer
Transformer modeling
Vision & language
Spatial and Visual Perspective-Taking via View Rotation and Relation Reasoning for Embodied Reference Understanding
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Tel Aviv, Israel, October 23, 2022 - October 27, 2022
作者:
Shi, Cheng
;
Yang, Sibei
Adobe PDF(113977Kb)
|
收藏
|
浏览/下载:292/0
|
提交时间:2023/02/03
Visual languages
Embodied reference understanding
Perspective taking
Physical environments
Referring expression comprehension
Referring expressions
Relation reasoning
Spatial informations
Target object
View rotation
Visual information
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