Inventor

DERNONCOURT FRANCK

US77 patents

⚠️ This page may combine multiple inventors who share the name “DERNONCOURT FRANCK”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

DERNONCOURT FRANCK

ADOBE INC

Generating query results based on domain-specific dynamic word embeddings

Generating modified digital images utilizing a multimodal selection model based on verbal and gesture input

Generating structured text summaries of digital documents using interactive collaboration

Active learning for large-scale semi-supervised creation of speech recognition training corpora based on number of transcription mistakes and number of word occurrences

Utilizing a graph neural network to identify supporting text phrases and generate digital query responses

Methods and systems for generating a semantic computation graph for understanding and grounding referring expressions

Abstractive summarization of long documents using deep learning

Generating ground truth annotations corresponding to digital image editing dialogues for training state tracking models

Artificial intelligence techniques for performing image editing operations inferred from natural language requests

Topical vector-quantized variational autoencoders for extractive summarization of video transcripts

Automatic text segmentation based on relevant context

Scene graph modification based on natural language commands

Image captioning

Syntopical reading for collection understanding

Event understanding with deep learning

Robust name matching with regularized embeddings

Machine-learning tool for generating segmentation and topic metadata for documents

Generating hyper-parameters for machine learning models using modified Bayesian optimization based on accuracy and training efficiency

Generating descriptions of image relationships

Transfer learning and prediction consistency for detecting offensive spans of text

Knowledge-derived search suggestion

Slot filling with contextual information

Language-guided document editing

Reader-retriever approach for question answering

Classifying terms from source texts using implicit and explicit class-recognition-machine-learning models

Emphasizing key points in a speech file and structuring an associated transcription

Learning to fuse sentences with transformers for summarization

Utilizing logical-form dialogue generation for multi-turn construction of paired natural language queries and query-language representations

Machine learning based abbreviation expansion

Generating digital annotations for evaluating and training automatic electronic document annotation models

Training a model for performing abstractive text summarization

Automatic photo editing via linguistic request

Dialog system with adaptive recurrent hopping and dual context encoding

Memory-based neural network for question answering

Performing global image editing using editing operations determined from natural language requests

Methods and systems for generating a semantic computation graph for understanding and grounding referring expressions

Semantic phrasal similarity

Inducing rich interaction structures between words for document-level event argument extraction

Aspect-based sentiment analysis

Generating modified digital images utilizing a dispersed multimodal selection model

Machine-learning tool for generating segmentation and topic metadata for documents

Model-based semantic text searching

Decompositional learning for color attribute prediction

Model-based semantic text searching

Collecting multimodal image editing requests

Extracting document hierarchy using a multimodal, layer-wise link prediction neural network

Generating synthetic code-switched data for training language models

Multimodal intent discovery system

Multilingual semantic search utilizing meta-distillation learning

ADOBE SYSTEMS INC

Rule-based dialog state tracking