Melissa Dell

Remote Sensing

Remote Sensing
Diffusion Models

Diffusion Models
Generative Adversarial Networks

Generative Adversarial Networks
Record Linkage

Record Linkage
OCR

OCR
Document Image Analysis

Document Image Analysis
Object Detection Frameworks

Object Detection Frameworks
Topic and Sentiment Classification

Topic and Sentiment Classification
Entity Disambiguation

Entity Disambiguation
Named entity recognition

Named entity recognition
Retrieval Augmented Language Modeling

Retrieval Augmented Language Modeling
Open Domain Retrieval

Open Domain Retrieval
An Introduction to Question Answering

An Introduction to Question Answering
Textual Similarity

Textual Similarity
Multimodal learning

Multimodal learning
Prompting

Prompting
Contrastive Learning

Contrastive Learning
Optimizing Neural Networks

Optimizing Neural Networks
More on Transformer Language Models

More on Transformer Language Models
Transformer Language Models

Transformer Language Models
The Transformer

The Transformer
Seq2seq

Seq2seq
Word Embeddings

Word Embeddings
Language Modeling

Language Modeling
Introduction: Deep Learning for Economics (Spring 2023)

Introduction: Deep Learning for Economics (Spring 2023)
ConvNets

ConvNets
Lecture 16: Transformer-based language models

Lecture 16: Transformer-based language models
Lecture 17: Understanding transformers; visualization; sentiment analysis

Lecture 17: Understanding transformers; visualization; sentiment analysis
Lecture 13: Language modeling and other topics in NLP

Lecture 13: Language modeling and other topics in NLP