Chunlei Liu

5 papers · 2019–2022 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (2) CVPR (1) ECCV (1) IJCAI (1)

Top co-authors

Wenrui Ding (5) Baochang Zhang (4) Xin Xia (2) Guodong Guo (2) Jianzhuang Liu (2) Bohan Zhuang (2) Peng Chen (1) Yuan Hu (1) Yue Li (1) Chunhua Shen (1)

Research topics

Deep Learning (4) Machine Learning (4) Application Areas (4) Architectures (3) Optimization & Theory (3) Techniques (3) Artificial Intelligence (1) Core AI (1)

Keywords

model compression (4) neural network quantization (2) efficient computing (2) weight quantization (2) binary neural network (2) binary convolutional network (1) gradient estimation (1) gradient descent (1) convolutional neural network (1) generative adversarial network (1) binarized neural network (1) circulant filter (1) residual network (1) neural network binarization (1) filter binarization (1) ternary neural network (1) network acceleration (1) residual quantization (1) network quantization (1) image classification (1)

Papers

Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies ECCV 2022 SA-BNN: State-Aware Binary Neural Network AAAI 2021 TRQ: Ternary Neural Networks With Residual Quantization AAAI 2021 Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation CVPR 2019 Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs IJCAI 2019