MIT Deep Learning Blogs

Fall 2021

Staff's pick

Differentiation Of Blackbox Combinatorial Solvers

Ted Papalexopoulos

A Visual Exploration of Neural Radiance Fields

Daniel Hails

All blogs

Vision transformers

Mohanned Elkholy

Temporal Shift Module - Zero-Computation, Zero-Parameter Solution for Efficient Video Understanding

Yo-whan Kim

Generalization by asking! How can prompt engineering be the gateway to zero-shot generalization?

Sarah Alnegheimish

GANs for Sequence Modeling

Roger Jin

Over-squashing in Graph Neural Networks

Balla, Julia

A Visual Exploration of Neural Radiance Fields

Daniel Hails

NeRF - From Foam Guns to Red Drums

Clemente Ocejo

Human Cognition Inspired Word Segmentation Models

Shinjini Ghosh

Open Sourcing Deep Learning Models for Healthcare

Sharifa Sahai

Simple Tricks for Improving the Expressivity of Graph Neural Networks

David Li

Fake News Detection on Social Media using Geometric Deep Learning

Junita Sirait

Transformer-powered Object Detection

Anonymous authors

Coreference Resolution for Literary Texts

Funing Yang

Large Scale Image Completion via Co-Modulated GANs

Katherine Xu and Megan Wei

Differentiation Of Blackbox Combinatorial Solvers

Ted Papalexopoulos

How Do We Attack a Contrastive Model?

Jon Paynter

CLIP, GANs, and Art

Sam Acquaviva

Cooperative Inverse Reinforcement Learning

Lelia Marie Hampton

Urban Feature Extraction For Building Performance Studies

Nada Tarkhan

Self-Supervised Audio-Visual Cross-Modal Learning

Wonjune Kang

Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Eleni Oikonomaki

Attention Solves TSP

Xiaotong Guo

AlphaGo’s Journey to Becoming Arguably the Best Player In History

Hien Le

AI in Medicine; Considerations, Challenges, and Opportunities

Nick Ramirez

GIRAFFE - Controllable 3D scenes

Arkadiusz Balata

Implicit Neural Representations For 3D Scene Reconstruction - How Building in Better Inductive Biases Creates Better Models

Joseph Morales