59 citations · 164 across the 33 of their papers we have counts for
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3 papers · 1 filter
cs.CV2022★ 4 cited
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets
Zhijun Tu, Xinghao Chen, Pengju Ren +1
This paper studies the Binary Neural Networks (BNNs) in which weights and activations are both binarized into 1-bit values, thus greatly reducing the memory usage and computational…
cs.CV2022★ 1 cited
Multimodal Token Fusion for Vision Transformers
Yikai Wang, Xinghao Chen, Lele Cao +3
Many adaptations of transformers have emerged to address the single-modal vision tasks, where self-attention modules are stacked to handle input sources like images. Intuitively, f…
cs.CV2022★ 40 cited
MaskGroup: Hierarchical Point Grouping and Masking for 3D Instance Segmentation
Min Zhong, Xinghao Chen, Xiaokang Chen +2
This paper studies the 3D instance segmentation problem, which has a variety of real-world applications such as robotics and augmented reality. Since the surroundings of 3D objects…