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QUQ: Quadruplet Uniform Quantization for Efficient Vision Transformer Inference
会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:
Geng, Xinkuang
;
Liu, Siting
;
Liu, Leibo
;
Han, Jie
;
Jiang, Honglan
Adobe PDF(860Kb)
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浏览/下载:161/2
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提交时间:2024/12/27
Signal encoding
Bit-Width
Data ranges
Inference process
Memory overheads
Performance
Quantisation
Quantized models
Scale Factor
Subrange
Uniform quantization
Machine Learning with Real-time and Small Footprint Anomaly Detection System for In-Vehicle Gateway
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), Singapore, Singapore, 19-22 May 2024
作者:
Yi Wang
;
Yuanjin Zheng
;
Yajun Ha
Adobe PDF(321Kb)
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浏览/下载:365/49
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提交时间:2024/07/08
Anomaly detection
Control systems
Data description
Deep learning
Hidden Markov models
MATLAB
Signal encoding
Abnormal behavior
Anomaly detection systems
Electronics control unit
Gateway
Machine-learning
Real- time
Self information
Small footprints
Time budget
Time limited
BEE-Net: Bridging Semantic and Instance with Gated Encoding and Edge Constraint for Efficient Panoptic Segmentation
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), Yokohama, Japan, 13-17 May 2024
作者:
Xinyang Huang
;
Guanghui Zhang
;
Dongchen Zhu
;
Yunpeng Sun
;
Wenjun Shi
Adobe PDF(6381Kb)
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浏览/下载:281/1
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提交时间:2024/08/26
Latent semantic analysis
Signal encoding
Consistency constraints
Edge aware
Edge constraints
Encoding modules
Encodings
Geometric constraint
Reciprocal relations
Segmentation quality
State-of-the-art performance
Surrounding environment
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
会议论文
2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION, LREC-COLING 2024 - MAIN CONFERENCE PROCEEDINGS, Hybrid, Torino, Italy, May 20, 2024 - May 25, 2024
作者:
Liu, Haowei
;
Shi, Yaya
;
Xu, Haiyang
;
Yuan, Chunfeng
;
Ye, Qinghao
Adobe PDF(2118Kb)
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浏览/下载:149/2
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提交时间:2024/07/05
Distillation
Information retrieval
Learning systems
Signal encoding
Encoder architecture
Fast retrievals
Fine grained
Learn+
Learning schemes
Lexicon representation
Semantic concept
Text retrieval
Unified learning
Video-text retrieval
Multi-Modality is All You Need for Transferable Recommender Systems
会议论文
PROCEEDINGS - INTERNATIONAL CONFERENCE ON DATA ENGINEERING, Utrecht, Netherlands, May 13, 2024 - May 17, 2024
作者:
Li, Youhua
;
Du, Hanwen
;
Ni, Yongxin
;
Zhao, Pengpeng
;
Guo, Qi
Adobe PDF(1043Kb)
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浏览/下载:253/44
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提交时间:2024/08/23
Behavioral research
Learning systems
Signal encoding
Cross-modal
ID-based
Learning objectives
Multi-modal
Multi-modal learning
Multi-modality
Self-supervised learning
Transfer learning
Transition patterns
Unique identifiers
Recommender System
Multi-modal Learning
Transfer Learning
Self-supervised Learning
Chiral Meta-Coder for Spin Switchable Electromagnetic Camouflage and Information Authentication
期刊论文
LASER AND PHOTONICS REVIEWS, 2024, 卷号: 18, 期号: 5
作者:
Li, Zhenfei
;
Zhang, Zhengping
;
Wu, Xiangming
;
Song, Kun
Adobe PDF(5724Kb)
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浏览/下载:282/2
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提交时间:2024/02/23
Atoms
Authentication
Encoding (symbols)
Military operations
Object detection
Signal encoding
Chiral metasurface
Electromagnetic camouflage
Electromagnetic detection
Electromagnetics
Information authentication
Metasurface
Switchable
Target information
Target object
Wavefront manipulation
Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRI
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Guo, Shanshan
;
Zhang, Jiadong
;
Gu, Dongdong
;
Gao, Fei
;
Zhan, Yiqiang
Adobe PDF(1519Kb)
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浏览/下载:322/1
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提交时间:2023/11/24
Diagnosis
Histology
Image enhancement
Image segmentation
Large dataset
Learning systems
Magnetic resonance imaging
Medical imaging
Signal encoding
Tumors
Automated segmentation
Breast tumour
Contrastive learning
Dynamic contrast-enhanced
Functional information
Morphological information
Over segmentation
Segmentation
Tumor segmentation
Tumour tissue
RoomDesigner: Encoding Anchor-latents for Style-consistent and Shape-compatible Indoor Scene Generation
会议论文
PROCEEDINGS - 2024 INTERNATIONAL CONFERENCE ON 3D VISION, 3DV 2024, Davos, Switzerland, March 18, 2024 - March 21, 2024
作者:
Zhao, Yiqun
;
Zhao, Zibo
;
Li, Jing
;
Dong, Sixun
;
Gao, Shenghua
Adobe PDF(2801Kb)
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浏览/下载:227/28
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提交时间:2024/07/05
Computer vision
Signal encoding
3d scene generation
3D scenes
Discrete vector
Encodings
Location information
Scene generation
Shape information
Shape priors
Two stage model
Vector quantisation
Cross-Utterance Conditioned VAE for Speech Generation
期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 4263-4276
作者:
Li, Yang
;
Yu, Cheng
;
Sun, Guangzhi
;
Zu, Weiqin
;
Tian, Zheng
Adobe PDF(2071Kb)
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浏览/下载:299/52
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提交时间:2024/10/25
Context sensitive languages
Neural networks
Signal encoding
Spectrographs
Variational techniques
Auto encoders
Expressive-speech
Language model
Natural speech
Pre-trained language model
Speech editing
Speech generation
Speech synthesis system
TTS
Variational autoencoder
Fast Constraints Tuning via Transfer Learning and Multi-Objective Optimization
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Meng Zhang
;
Zheng Zhang
;
Yifan Niu
;
Jiayi Li
;
Zewei Chen
Adobe PDF(10609Kb)
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浏览/下载:339/2
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提交时间:2024/03/29
VLSI
Design Automation
Design Space Exploration
Multi-objective Bayesian Optimization
Performance Optimization
Computer aided design
Engineering education
Integrated circuit design
Multiobjective optimization
Signal encoding
Tuning
Bayes method
Bayesian optimization
Design automations
Design space exploration
Kernel
Multi objective
Multi-objective bayesian optimization
Optimisations
Performance optimizations
Physical design
Space explorations
Transfer learning
Verylarge-scale integrations (VLSI)
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