Abstract: A foldable electronic device includes a first and second housings foldably coupled through a hinge, a flexible display supported by the first and second housings, a first speaker disposed in the first housing and a second speaker disposed in the second housing. The electronic device determines first and second states in which the first and second housings unfolded or folded. The electronic device controls sound frequency characteristics of the first and second speakers to have first sound frequency characteristics with the electronic device being in the first state. The electronic device controls sound frequency characteristics of the first speaker to have second sound frequency characteristics with the electronic device being in the second state. The electronic device may also control sound frequency characteristics of the second speaker to have third sound output frequency characteristics with the electronic device being in the second state.

Abstract: The electronic apparatus disclosed includes a memory storing an artificial intelligence model predicting the minimum winning price in a real time bidding and instructions, and processors configured to, acquire information on a plurality of auction histories including at least one auction history of a first auction type and at least one auction history of a second auction type, generate the minimum winning price probability distribution for entire of the plurality auction histories, based on the minimum winning price probability distribution for entire of the plurality auction histories, generate a conditional minimum winning price probability distribution for each of the plurality of auction histories, and train the artificial intelligence model by using auction attribute information for each of the plurality of auction histories as an independent variable, and using the conditional minimum winning price probability distribution for each of the plurality of auction histories as a dependent variable.

Abstract: Disclosed are an electronic device and a method for controlling the electronic device.

Abstract: A method, apparatus, and non-transitory computer readable medium for referring image segmentation are described. Embodiments of the method, apparatus, and non-transitory computer readable medium may extract an image feature vector from an input image, extract a plurality of language feature vectors for a referral expression, wherein each of the plurality of language feature vectors comprises a different number of dimensions, combine each of the language feature vectors with the image feature vector using a fusion module to produce a plurality of self-attention vectors, combine the plurality of self-attention vectors to produce a multi-modal feature vector, and decode the multi-modal feature vector to produce an image mask indicating a portion of the input image corresponding to the referral expression.

Abstract: Systems and methods for video object segmentation are described. Embodiments of systems and methods may receive a referral expression and a video comprising a plurality of image frames, generate a first image mask based on the referral expression and a first image frame of the plurality of image frames, generate a second image mask based on the referral expression, the first image frame, the first image mask, and a second image frame of the plurality of image frames, and generate annotation information for the video including the first image mask overlaid on the first image frame and the second image mask overlaid on the second image frame.

Abstract: A 5th generation (5G) or 6th generation (6G) communication system for supporting higher data rates, compared to that of a 4th generation (4G) communication system such as a long term evolution (LTE) communication system are provided. An apparatus and a method for load balancing in a wireless communication system are provided. The apparatus includes a transceiver, a memory storing one or more instructions, and at least one processor configured to execute the one or more instructions stored in the memory to receive first information about a relation between a base station (BS) and a user equipment (UE) from each of a plurality of BSs, determine, based on the first information, a number of UEs on which handover has to be performed from among UEs served by each of the plurality of BSs, and transmit, to each of the plurality of BSs, priority information determined based on the number of UEs.

Abstract: A method, apparatus, and non-transitory computer readable medium for referring image segmentation are described. Embodiments of the method, apparatus, and non-transitory computer readable medium may extract an image feature vector from an input image, extract a plurality of language feature vectors for a referral expression, wherein each of the plurality of language feature vectors comprises a different number of dimensions, combine each of the language feature vectors with the image feature vector using a fusion module to produce a plurality of self-attention vectors, combine the plurality of self-attention vectors to produce a multi-modal feature vector, and decode the multi-modal feature vector to produce an image mask indicating a portion of the input image corresponding to the referral expression.

Abstract: Systems and methods for video object segmentation are described. Embodiments of systems and methods may receive a referral expression and a video comprising a plurality of image frames, generate a first image mask based on the referral expression and a first image frame of the plurality of image frames, generate a second image mask based on the referral expression, the first image frame, the first image mask, and a second image frame of the plurality of image frames, and generate annotation information for the video including the first image mask overlaid on the first image frame and the second image mask overlaid on the second image frame.

Abstract: A 5th generation (5G) or 6th generation (6G) communication system for supporting higher data rates, compared to that of a 4th generation (4G) communication system such as a long term evolution (LTE) communication system are provided. An apparatus and a method for load balancing in a wireless communication system are provided. The apparatus includes a transceiver, a memory storing one or more instructions, and at least one processor configured to execute the one or more instructions stored in the memory to receive first information about a relation between a base station (BS) and a user equipment (UE) from each of a plurality of BSs, determine, based on the first information, a number of UEs on which handover has to be performed from among UEs served by each of the plurality of BSs, and transmit, to each of the plurality of BSs, priority information determined based on the number of UEs.