Search Results - "Gong, Ruihao"

Forward and Backward Information Retention for Accurate Binary Neural Networks by Qin, Haotong, Gong, Ruihao, Liu, Xianglong, Shen, Mingzhu, Wei, Ziran, Yu, Fengwei, Song, Jingkuan

“…Weight and activation binarization is an effective approach to deep neural network compression and can accelerate the inference by leveraging bitwise…”
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Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks by Gong, Ruihao, Liu, Xianglong, Jiang, Shenghu, Li, Tianxiang, Hu, Peng, Lin, Jiazhen, Yu, Fengwei, Yan, Junjie

“…Hardware-friendly network quantization (e.g., binary/uniform quantization) can efficiently accelerate the inference and meanwhile reduce memory consumption of…”
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The Antimicrobial Peptide LJ-hep2 from Lateolabrax japonicus Exerting Activities against Multiple Pathogenic Bacteria and Immune Protection In Vivo by Gong, Ruihao, An, Zhe, Zhang, Weibin, Chen, Fangyi, Wang, Ke-Jian

“…Hepcidin is widely present in many kinds of fish and is an important innate immune factor. A variety of HAMP2-type hepcidins have strong antimicrobial activity…”
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MgO coated P2-Na0.67Mn0.75Ni0.25O2 layered oxide cathode for Na-Ion batteries by Gauckler, Cornelius, Kucinskis, Gints, Pfeiffer, Lukas Fridolin, Abd-El-Latif, Abdelaziz A., Tang, Yushu, Kübel, Christian, Maroni, Fabio, Gong, Ruihao, Wohlfahrt-Mehrens, Margret, Axmann, Peter, Marinaro, Mario

“…In this study, we propose an effective strategy to improve the electrochemical performance of a P2-Na0.67Mn0.75Ni0.25O2 (P2-MNO) cathode material for Na-ion…”
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Anatase-Wrapped Rutile Nanorods as an Effective Electron Collector in Hybrid Photoanodes for Visible Light-Driven Oxygen Evolution by Gong, Ruihao, Mitoraj, Dariusz, Leiter, Robert, Mundszinger, Manuel, Mengele, Alexander K, Krivtsov, Igor, Biskupek, Johannes, Kaiser, Ute, Beranek, Radim, Rau, Sven

“…Arrays of single crystal TiO rutile nanorods (RNRs) appear highly promising as electron-collecting substrates in hybrid photoanodes as the RNRs offer direct…”
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Binary neural networks: A survey by Qin, Haotong, Gong, Ruihao, Liu, Xianglong, Bai, Xiao, Song, Jingkuan, Sebe, Nicu

“…•We summarize the binary neural network methods and categorize them into the naive binarization and the optimized binarization.•The binary neural networks are…”
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Distribution-Sensitive Information Retention for Accurate Binary Neural Network by Qin, Haotong, Zhang, Xiangguo, Gong, Ruihao, Ding, Yifu, Xu, Yi, Liu, Xianglong

“…Model binarization is an effective method of compressing neural networks and accelerating their inference process, which enables state-of-the-art models to run…”
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Towards Unified INT8 Training for Convolutional Neural Network by Zhu, Feng, Gong, Ruihao, Yu, Fengwei, Liu, Xianglong, Wang, Yanfei, Li, Zhelong, Yang, Xiuqi, Yan, Junjie

“…Recently low-bit (e.g., 8-bit) network quantization has been extensively studied to accelerate the inference. Besides inference, low-bit training with…”
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Diversifying Sample Generation for Accurate Data-Free Quantization by Zhang, Xiangguo, Qin, Haotong, Ding, Yifu, Gong, Ruihao, Yan, Qinghua, Tao, Renshuai, Li, Yuhang, Yu, Fengwei, Liu, Xianglong

“…Quantization has emerged as one of the most prevalent approaches to compress and accelerate neural networks. Recently, data-free quantization has been widely…”
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Rectify representation bias in vision-language models for long-tailed recognition by Li, Bo, Yao, Yongqiang, Tan, Jingru, Gong, Ruihao, Lu, Jianwei, Luo, Ye

“…Natural data typically exhibits a long-tailed distribution, presenting great challenges for recognition tasks. Due to the extreme scarcity of training…”
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Balanced Binary Neural Networks with Gated Residual by Shen, Mingzhu, Liu, Xianglong, Gong, Ruihao, Han, Kai

“…Binary neural networks have attracted numerous attention in recent years. However, mainly due to the information loss stemming from the biased binarization,…”
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MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing by Li, Yuhang, Zhu, Feng, Gong, Ruihao, Shen, Mingzhu, Dong, Xin, Yu, Fengwei, Lu, Shaoqing, Gu, Shi

“…User data confidentiality protection is becoming a rising challenge in the present deep learning research. Without access to data, conventional data-driven…”
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Self-Activation of a Polyoxometalate-Derived Composite Electrocatalyst for the Oxygen Evolution Reaction by Gong, Ruihao, Gao, Dandan, Liu, Rongji, Sorsche, Dieter, Biskupek, Johannes, Kaiser, Ute, Rau, Sven, Streb, Carsten

“…The electrocatalytic oxygen evolution reaction (OER) is a key step to access “green hydrogen” by splitting water into O2 and H2. Here, we present a…”
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Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search by Shen, Mingzhu, Liang, Feng, Gong, Ruihao, Li, Yuhang, Li, Chuming, Lin, Chen, Yu, Fengwei, Yan, Junjie, Ouyang, Wanli

“…Quantization Neural Networks (QNN) have attracted a lot of attention due to their high efficiency. To enhance the quantization accuracy, prior works mainly…”
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Annealing-based Label-Transfer Learning for Open World Object Detection by Ma, Yuqing, Li, Hainan, Zhang, Zhange, Guo, Jinyang, Zhang, Shanghang, Gong, Ruihao, Liu, Xianglong

“…Open world object detection (OWOD) has attracted extensive attention due to its practicability in the real world. Previous OWOD works manually designed…”
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Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization by Liu, Aishan, Tang, Shiyu, Liang, Siyuan, Gong, Ruihao, Wu, Boxi, Liu, Xianglong, Tao, Dacheng

“…Adversarial training has been demonstrated to be one of the most effective remedies for defending adversarial examples, yet it often suffers from the huge…”
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A Triad Photoanode for Visible Light‐Driven Water Oxidation via Immobilization of Molecular Polyoxometalate on Polymeric Carbon Nitride by Gong, Ruihao, Mitoraj, Dariusz, Gao, Dandan, Mundszinger, Manuel, Sorsche, Dieter, Kaiser, Ute, Streb, Carsten, Beranek, Radim, Rau, Sven

“…Due to their availability, low cost, nontoxicity, and tunability, polymeric carbon nitrides (CNx) represent one of the most attractive materials classes for…”
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High-performance BiVO photoanodes: elucidating the combined effects of Mo-doping and modification with cobalt polyoxometalate by Feng, Fan, Mitoraj, Dariusz, Gong, Ruihao, Gao, Dandan, Elnagar, Mohamed M, Liu, Rongji, Beranek, Radim, Streb, Carsten

“…Bulk doping of BiVO 4 with molybdenum combined with surface modification with a cobalt polyoxometalate water oxidation catalyst (CoPOM = Na 10 [Co 4 (H 2 O) 2…”
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Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition by Wu, Yudong, Wu, Yichao, Gong, Ruihao, Lv, Yuanhao, Chen, Ken, Liang, Ding, Hu, Xiaolin, Liu, Xianglong, Yan, Junjie

“…In this paper, we consider the low-bit quantization problem of face recognition (FR) under the open-set protocol. Different from well explored low-bit…”
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High-performance BiVO 4 photoanodes: elucidating the combined effects of Mo-doping and modification with cobalt polyoxometalate by Feng, Fan, Mitoraj, Dariusz, Gong, Ruihao, Gao, Dandan, Elnagar, Mohamed M., Liu, Rongji, Beranek, Radim, Streb, Carsten

“…Bulk doping of BiVO 4 with molybdenum combined with surface modification with a cobalt polyoxometalate water oxidation catalyst (CoPOM = Na 10 [Co 4 (H 2 O) 2…”
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