Devansh Batra
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View article: FlavorDB2: An Updated Database of Flavor Molecules
FlavorDB2: An Updated Database of Flavor Molecules Open
Flavor is expressed through interaction of molecules via gustatory and olfactory mechanisms. Knowing the utility of flavor molecules in food and fragrances, it is valuable to add a comprehensive repository of flavor compounds characterizin…
View article: LIFI: Towards Linguistically Informed Frame Interpolation
LIFI: Towards Linguistically Informed Frame Interpolation Open
In this work, we explore a new problem of frame interpolation for speech videos. Such content today forms the major form of online communication. We try to solve this problem by using several deep learning video generation algorithms to ge…
View article: Nutritional Profile Estimation in Cooking Recipes
Nutritional Profile Estimation in Cooking Recipes Open
The availability of an accurate nutrition profile of recipes is an important feature for food databases with several applications including nutritional assistance, recommendation systems, and dietary analytics. Often in online databases, r…
View article: A Named Entity Based Approach to Model Recipes
A Named Entity Based Approach to Model Recipes Open
Traditional cooking recipes follow a structure which can be modelled very well if the rules and semantics of the different sections of the recipe text are analyzed and represented accurately. We propose a structure that can accurately repr…
View article: RecipeDB: a resource for exploring recipes
RecipeDB: a resource for exploring recipes Open
Cooking is the act of turning nature into the culture, which has enabled the advent of the omnivorous human diet. The cultural wisdom of processing raw ingredients into delicious dishes is embodied in their cuisines. Recipes thus are the c…
View article: Building Hierarchically Disentangled Language Models for Text Generation with Named Entities
Building Hierarchically Disentangled Language Models for Text Generation with Named Entities Open
Named entities pose a unique challenge to traditional methods of language modeling. While several domains are characterised with a high proportion of named entities, the occurrence of specific entities varies widely. Cooking recipes, for e…
View article: RecipeDB: A Resource for Exploring Recipes
RecipeDB: A Resource for Exploring Recipes Open