Abstract: A game system operates by: receiving character attribute selection data to be associated with a game character, wherein the character attribute selection data indicates a subset of a set of character attributes of a character attribute database; generating, based on the character attribute selection data, display data associated with the game character; facilitating, based on the display data associated with the game character, generation of a player token NFT associated with the game character; and preventing use of the subset of character attributes of the character attribute database in generating other game characters.

Abstract: One embodiment of the present invention sets forth a technique for performing frame interpolation. The technique includes generating (i) a first set of feature maps based on a first set of rendering features associated with a first key frame, (ii) a second set of feature maps based on a second set of rendering features associated with a second key frame, and (iii) a third set of feature maps based on a third set of rendering features associated with a target frame. The technique also includes applying one or more neural networks to the first, second, and third set of feature maps to generate a set of mappings from a first set of pixels in the first key frame to a second set of pixels in the target frame. The technique further includes generating the target frame based on the set of mappings.

Abstract: Techniques for aligning object representations for animation include analyzing a source object representation and a target object representation to identify a category of the source object and a category of the target object. Based on the category or categories of the objects, a feature extraction machine learning models is selected. The source object representation and the target object representation are provided as input to the selected feature extraction machine learning model to generate respective semantic descriptors and shape vectors for the source and target objects. Based on the semantic descriptors and the shape vectors for the source and target objects, an alignment machine learning model generates an aligned target object representation that is aligned with the source object representation and usable for animating the target object.

Abstract: A game system operates by: receiving character attribute selection data to be associated with a game character, wherein the character attribute selection data indicates a unique subset of a set of character attributes of a character attribute database; generating, based on the character attribute selection data, display data associated with the game character; facilitating, based on the display data associated with the game character, generation of a player token NFT associated with the game character; and preventing use of the unique subset of character attributes of the character attribute database in generating other game characters.

Abstract: A game system operates by receiving a start game request for a game corresponding to a game application having a player token NFT associated therewith; generating launch metadata; sending the launch metadata to a wallet associated with a user of a client device, the wallet containing a private key associated with the player token NFT; receiving, from the wallet, a launch response that is generated based on the private key; generating, based on the launch response, ownership check data; sending the ownership check data to a blockchain system that stores the player token NFT; receiving, from the blockchain system, an ownership validation response; enabling, via the game application, play of the multiplayer game associated with the game application when the ownership validation response indicates ownership of the player token NFT is verified; and preventing, via the game application, the play of the multiplayer game when the ownership validation response indicates the ownership of the player token NFT is not ver

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: A client operates by receiving a start game request for game corresponding to a game application having a player token NFT associated therewith corresponding to a game character of the user, generating launch metadata; sending the launch metadata to a wallet associated with a user of a client device, the wallet containing a private key associated with the player token NFT; receiving, from the wallet, a launch response that is generated based on the private key; generating, based on the launch response, ownership check data; sending the ownership check data to a blockchain system that stores the player token NFT; receiving, from the blockchain system, an ownership validation response; enabling play of a game associated with the game application when the ownership validation response indicates ownership of the player token NFT is verified; and/or preventing the play of the game when the ownership validation response indicates the ownership of the player token NFT is not verified.

Abstract: A client device operates by receiving a start game request for game corresponding to a game application having a player token NFT associated therewith; generating launch metadata; sending the launch metadata to a wallet associated with a user of the client device, the wallet containing a private key associated with the player token NFT; receiving, from the wallet, a launch response that is generated based on the private key; generating, based on the launch response, ownership check data; sending the ownership check data to a blockchain system that stores the player token NFT; receiving, from the blockchain system, an ownership validation response; enabling play of a game associated with the game application when the ownership validation response indicates ownership of the player token NFT is verified; and/or preventing the play of the game when the ownership validation response indicates the ownership of the player token NFT is not verified.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: An NFT game platform operates by: generating display data associated with a customized collection display that contains the plurality of game NFT; sending the display data associated with a customized collection display to the client device for display via a graphical user interface associated with the client device; receiving a selection of one the plurality of game NFTs for play of the associated game, wherein the one of the plurality of game NFTs includes a playable instance of the associated game; facilitating play of the associated game via the client device when ownership of the game NFT is authenticated; and updating the game NET associated with the associated game based on the play of the associated game by the user.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: A game system operates by: receiving character attribute selection data to be associated with a game character, wherein the character attribute selection data indicates a unique subset of a set of character attributes of a character attribute database; generating, based on the character attribute selection data, display data associated with the game character; facilitating, based on the display data associated with the game character, generation of a player token NFT associated with the game character; and preventing use of the unique subset of character attributes of the character attribute database in generating other game characters. Facilitating play of a game when the player token NFT is validated.

Abstract: A game system operates by receiving a start game request for game corresponding to a game application having a player token NFT associated therewith; generating launch metadata; sending the launch metadata to a wallet associated with a user of a client device, the wallet containing a private key associated with the player token NFT; receiving, from the wallet, a launch response that is generated based on the private key; generating, based on the launch response, ownership check data; sending the ownership check data to a blockchain system that stores the player token NFT; receiving, from the blockchain system, an ownership validation response; enabling, via the game application, play of a game associated with the game application when the ownership validation response indicates ownership of the player token NFT is verified; and preventing, via the game application, the play of the game when the ownership validation response indicates the ownership of the player token NFT is not verified.

Abstract: A modular architecture is provided for denoising Monte Carlo renderings using neural networks. The temporal approach extracts and combines feature representations from neighboring frames rather than building a temporal context using recurrent connections. A multiscale architecture includes separate single-frame or temporal denoising modules for individual scales, and one or more scale compositor neural networks configured to adaptively blend individual scales. An error-predicting module is configured to produce adaptive sampling maps for a renderer to achieve more uniform residual noise distribution. An asymmetric loss function may be used for training the neural networks, which can provide control over the variance-bias trade-off during denoising.

Abstract: A non-fungible token (NFT) platform operates by: accessing, via a network interface, a plurality of game NFTs, each of the plurality of game NFTs including a playable instance of an associated game that is accessible by a user of a client device; generating, via a processor, display data associated with a customized collection display that contains the plurality of game NFTs; sending, via the network interface, the display data associated with a customized collection display to the client device for display via a graphical user interface associated with the client device; receiving, via the graphical user interface, a selection of one the plurality of game NFTs for play of the associated game; and facilitating, via the network interface, play of the associated game in conjunction with the client device.

Abstract: A non-fungible token (NFT) platform operates by: accessing, via a network interface, a plurality of game NFTs, each of the plurality of game NFTs including a playable instance of an associated game that is accessible by a user of a client device; generating, via a processor, display data associated with a customized collection display that contains the plurality of game NFTs; sending, via the network interface, the display data associated with a customized collection display to the client device for display via a graphical user interface associated with the client device; receiving, via the graphical user interface, a selection of one the plurality of game NFTs for play of the associated game; and facilitating, via the network interface, play of the associated game in conjunction with the client device.