Abstract: A video analysis system receives one or more queries from users of client devices. The video analysis system trains a machine-learned video encoder and/or a decoder coupled to receive video data and a prompt including a user query and generate an output for responding to the user query. A set of video embeddings are generated by extracting frame data, audio data, or text data from the video content, and applying a machine-learned video encoder to the frame data, the audio data, or the text data to generate the set of video embeddings. The video analysis system also generates a set of prompt embeddings representing at least a portion of the query in a latent space. The video analysis system applies at least a component of a machine-learned decoder to the input tensor to generate an output including a set of output embeddings.

Abstract: Various embodiments of the present invention relate to a secondary battery, and the objective of the present invention is to provide a secondary battery, which has drop-impact resistance, by providing an electrode assembly having a relatively thick inner circumferential and a relatively thin outer circumferential tab. To this end, disclosed is a secondary battery, which comprises an electrode assembly comprising: an anode plate having an inner circumferential tab formed at a wound front end thereof; a separator covering the anode plate; and a cathode plate having an outer circumferential tab formed at a wound distal end thereof.

Abstract: Disclosed is an apparatus for assisting the reading of a medical image based on a medical artificial neural network, the apparatus including a computing system. An apparatus according to an embodiment of the present invention includes a computing system, and the computing system includes at least one processor. The at least one processor acquires or receives a first analysis result obtained through the inference of a first artificial neural network for a first medical image, generates a first visualization format, which is a representative visualization format of the first medical image, based on the first analysis result, and visualizes the first medical image and the first analysis result based on the first visualization format.

Abstract: The present invention relates to a benzamide derivative, a method for preparing same, and a pharmaceutical composition for the prevention or treatment of cancer, containing same as an active ingredient. The benzamide derivative according to an aspect of the present invention can be used in the prevention or treatment of cancer by suppressing EGFR mutation, and, when administered in combination with an EGFR antagonist such as cetuximab, exhibits a significantly synergistic effect on anticancer activity, and thus can be effectively used as an anticancer agent.

Abstract: An apparatus and method for providing a virtual graffiti function and a recording medium for the same. The apparatus for providing a virtual graffiti function includes: a touch-screen display for displaying information on its screen, and at the same time receiving user-entry data created by a user touching the screen; and a controller connected to the touch-screen display, which overlaps a graffiti screen image with a main screen image in a virtual graffiti area for providing a portion of the screen with virtual graffiti, classifies the user-entry data created by the user touching the screen into application execution entry data and graffiti entry data according to the touched position and/or method, and processes the classified user-entry data differently from each other. Therefore, the apparatus can effectively implement a graffiti function in a hand-held device limited in size, and can also provide an effective recording medium.

Abstract: An apparatus and method for providing a virtual graffiti function and a recording medium for the same. The apparatus for providing a virtual graffiti function includes: a touch-screen display for displaying information on its screen, and at the same time receiving user-entry data created by a user touching the screen; and a controller connected to the touch-screen display, which overlaps a graffiti screen image with a main screen image in a virtual graffiti area for providing a portion of the screen with virtual graffiti, classifies the user-entry data created by the user touching the screen into application execution entry data and graffiti entry data according to the touched position and/or method, and processes the classified user-entry data differently from each other. Therefore, the apparatus can effectively implement a graffiti function in a hand-held device limited in size, and can also provide an effective recording medium.