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HEAT: Efficient Vision Transformer Accelerator With Hybrid-Precision Quantization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 5, 页码: 758-762
作者:  Zhao, Pan;  Xue, Donghui;  Wu, Licheng;  Chang, Liang;  Tan, Haining;  Han, Yinhe;  Zhou, Jun
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Vision transformer  accelerator  hybrid-precision quantization  FPGA  Vision transformer  accelerator  hybrid-precision quantization  FPGA  
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 108-119
作者:  Liu, Yiting;  Li, Liang;  Tu, Yunbin;  Zhang, Beichen;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Emotion recognition  Oral communication  Commonsense reasoning  History  Information processing  Generators  Computers  Computer science  Visualization  Semantics  Emotion support conversation  strategy prompt reasoning  
Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9780-9796
作者:  Zhang, Beichen;  Li, Liang;  Wang, Shuhui;  Cai, Shaofei;  Zha, Zheng-Jun;  Tian, Qi;  Huang, Qingming
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Active learning  adversarial learning  state relabeling  contrastive learning  data diversity  
Context-Aware ProposalBoundary Network With Structural Consistency for Audiovisual Event Localization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 15872-15882
作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Proposals  Visualization  Location awareness  Encoding  Task analysis  Feature extraction  Aggregates  Audiovisual learning  context learning  event localization  
SMART: Syntax-Calibrated Multi-Aspect Relation Transformer for Change Captioning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 4926-4943
作者:  Tu, Yunbin;  Li, Liang;  Su, Li;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06
Semantics  Visualization  Transformers  Decoding  Switches  Syntactics  Image representation  Change captioning  multi-aspect relation learning  part-of-speech  visual switch  transformer  
General Purpose Deep Learning Accelerator Based on Bit Interleaving 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1470-1483
作者:  Chang, Liang;  Lu, Hang;  Li, Chenglong;  Zhao, Xin;  Hu, Zhicheng;  Zhou, Jun;  Li, Xiaowei
收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06
Synchronization  Parallel processing  Computational modeling  Training  Pragmatics  Power demand  Hardware acceleration  Accelerator  bit-level sparsity  deep neural network (DNN)  
Downstream-Pretext Domain Knowledge Traceback for Active Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 10585-10596
作者:  Zhang, Beichen;  Li, Liang;  Zha, Zheng-Jun;  Luo, Jiebo;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Task analysis  Uncertainty  Annotations  Data models  Training  Visualization  Transformers  Active learning  pretext training  domain knowledge  self-supervised learning  
Context-Aware Proposal-Boundary Network With Structural Consistency for Audiovisual Event Localization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo
收藏  |  浏览/下载：32/0  |  提交时间：2023/12/04
Audiovisual learning  context learning  event localization  
Semantic and Relation Modulation for Audio-Visual Event Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 7711-7725
作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo
收藏  |  浏览/下载：32/0  |  提交时间：2023/12/04
Visualization  Location awareness  Correlation  Proposals  Semantics  Task analysis  Modulation  Audio-visual learning  event localization  normalization  
XAI-enabled neural network analysis of metabolite spatial distributions 期刊论文
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2023, 页码: 12
作者:  Ma, Wenwu;  Luo, Lanfang;  Liang, Kun;  Liu, Taoyan;  Su, Jiali;  Wang, Yuefan;  Li, Jun;  Zhou, S. Kevin;  Shyh-Chang, Ng
收藏  |  浏览/下载：35/0  |  提交时间：2023/12/04
Mass spectrometry imaging  Deep neural networks  Feature extraction  Pathway analysis  Aging