AI Paper Summary

Apple ML Researchers Introduce ARKitScenes: A Diverse Real-World Dataset For 3D...

0
Understanding indoor 3D scenes are becoming increasingly important in augmented reality, robotics, photography, games, and real estate. Many state-of-the-art scene interpretation algorithms have lately...

Coqui Introduces ‘YourTTS’: A Zero-Sample Text-to-Speech Model With State-of-The-Art (SOTA) Results

0
Recent advancements in end-to-end deep learning models have enabled new and intriguing Text-to-Speech (TTS) use-cases with excellent natural-sounding outcomes. However, the majority of these...

Yale University and IBM Researchers Introduce Kernel Graph Neural Networks (KerGNNs)

0
Graph kernel approaches have typically been the most popular strategy for graph classification tasks. Graph kernels can be thought of as functions that measure...

Researchers Use Machine Learning To Repair Genetic Damage

0
DNA damage is constantly occurring in cells, either due to external sources or as a result of internal cellular metabolic reactions and physiological activities....

Efficient Large-scale Object Counting in Satellite Images with Importance Sampling

0
Object counts provide insights into socioeconomic and environmental issues: for example, building counts reflect the level of urbanization. How can we estimate the total...

Meta AI and CMU Researchers Present ‘BANMo’: A New Neural Network-Based...

0
Previous work on articulated 3D shape reconstruction has frequently relied on specialized sensors (e.g., synchronized multi-camera systems) or pre-built 3D deformable models (e.g., SMAL...

Researchers From Stanford and NVIDIA Introduce A Tri-Plane-Based 3D GAN Framework...

0
Generative Adversarial Networks (GANs) have been one of the main hypes of recent years. Based on the famous generator-discriminator mechanism, their very simple functioning...

Researchers Propose A Novel Parameter Differentiation-Based Method That Can Automatically Determine...

0
In recent years, neural machine translation (NMT) has attracted a lot of attention and has had a lot of success. While traditional NMT is...
Natural Language Understanding and Natural Language Generation

Amazon Research Introduces Deep Reinforcement Learning For NLU Ranking Tasks

0
In recent years, voice-based virtual assistants such as Google Assistant and Amazon Alexa have grown popular. This has presented both potential and challenges for...

Researchers Propose Mitigation Strategies to Tackle Overinterpretation of Deep Learning Methods

0
While neural networks can be trained to learn, understanding a machine's decision-making process is challenging. According to MIT researchers, image classifiers are generally graded...
Join the AI conversation and receive daily AI updates