Abstract: A method for scene synthesis from human motion is described. The method includes computing three-dimensional (3D) human pose trajectories of human motion in a scene. The method also includes generating contact labels of unseen objects in the scene based on the computing of the 3D human pose trajectories. The method further includes estimating contact points between human body vertices of the 3D human pose trajectories and the contact labels of the unseen objects that are in contact with the human body vertices. The method also includes predicting object placements of the unseen objects in the scene based on the estimated contact points.

Abstract: A polysilicon resistor is disclosed, to reduce a voltage coefficient of the polysilicon resistor. The polysilicon resistor includes: a polysilicon layer (101), a voltage module (102), and a substrate layer (103), where the voltage module (102) is configured to transmit a voltage on the polysilicon layer (101) to the substrate layer (103).

Abstract: A molecular marker of cadmium accumulation in rice improves cadmium accumulation in rice grains. The molecular marker of cadmium accumulation in rice includes a DNA fragment shown in the 8899129-9307609 region of rice chromosome 7, which is lcrf1 or lcrf2, lcrf1 is a DNA fragment shown in the 8899129-9307609 of rice chromosome 7, and the lcrf2 is the DNA fragment shown in SEQ ID No.1 in the sequence listing. The present invention finds that the molecular marker of cadmium accumulation in rice is related to the cadmium accumulation in rice grains, and the homozygous rice whose molecular marker of cadmium accumulation in rice is SEQ ID No. 1 in the sequence listing has the characteristics of low grain cadmium accumulation when planted in high cadmium polluted fields. Therefore, the DNA fragment can be introduced into other backgrounds by breeding methods such as hybridization and backcrossing.

Abstract: The invention discloses a method for improving rice yield and a protein used thereof. The invention provides a method for cultivating the target rice, comprising the following steps of inhibiting the activity of RAY1 protein in original rice to obtain target rice; compared with the original rice, the target rice shows higher yield and/or larger grain size and/or stronger resistance to rice blast and/or higher plant height and/or longer stem internode length; the RAY1 protein is a protein composed of an amino acid sequence shown as SEQ ID No. 1 in a sequence list. The invention uses CRISPR/Cas9 technology to realize site-directed editing rice RAY1 gene, through knocking out rice RAY1 gene by frameshift mutation, the protein RAY1 is inactivated, and a new generation of rice germplasm with significantly improved yield is obtained.

Abstract: The present invention discloses a method for preparing a rice photosensitive male sterile material and related genes thereof. The method for preparing photosensitive male sterile rice of the present invention includes: reducing the abundance of protein RMS1 in the target rice, reducing the activity of the protein RMS1 in the target rice or reducing the content of the protein RMS1 in the target rice to obtain the photosensitive male sterile rice. The protein RMS1 is the following A1) or A2): A1), the amino acid sequence of which is as shown in SEQ ID No. 1 in the sequence listing; A2), a homologous protein having more than 98% identity with A1) and is derived from rice. The present invention obtains a rice photosensitive male sterile material by controlling the RMS1 gene of rice and its encoded protein, and achieves the fertility of rice under different light conditions.

Abstract: The invention discloses a method for improving rice yield and a protein used thereof. The invention provides a method for cultivating the target rice, comprising the following steps of inhibiting the activity of RAY1 protein in original rice to obtain target rice; compared with the original rice, the target rice shows higher yield and/or larger grain size and/or stronger resistance to rice blast and/or higher plant height and/or longer stem internode length; the RAY1 protein is a protein composed of an amino acid sequence shown as SEQ ID No. 1 in a sequence list. The invention uses CRISPR/Cas9 technology to realize site-directed editing rice RAY1 gene, through knocking out rice RAY1 gene by frameshift mutation, the protein RAY1 is inactivated, and a new generation of rice germplasm with significantly improved yield is obtained.

Abstract: Various embodiments of a system and method for pruning binary neural networks by analyzing weight flipping frequency and pruning the binary neural network based on the weight flipping frequency associated with each channel of the binary neural network are disclosed herein.