Machine Learning Research
Object-Detection Transformers Simplified: New Research Improves Object Detection With Vision Transformers
ViTDet, a new system from Facebook, adds an object detector to a plain pretrained transformer.
Machine Learning Research
Object-Detection Transformers Simplified: New Research Improves Object Detection With Vision Transformers
ViTDet, a new system from Facebook, adds an object detector to a plain pretrained transformer.
Machine Learning Research
What a Molecule’s Structure Reveals: Baidu Creates AI to Classify Molecular Properties
The authors trained a modified GNN on a dataset of 18 million molecules to find molecular properties.
Machine Learning Research
Taming Spurious Correlations: New Technique Helps AI Avoid Classification Mistakes
When a neural network learns image labels, it may confuse a background item for the labeled object. New research avoids such mistakes.
Machine Learning Research
What a Molecule’s Structure Reveals: Baidu Creates AI to Classify Molecular Properties
The authors trained a modified GNN on a dataset of 18 million molecules to find molecular properties.
Machine Learning Research
Taming Spurious Correlations: New Technique Helps AI Avoid Classification Mistakes
When a neural network learns image labels, it may confuse a background item for the labeled object. New research avoids such mistakes.
Machine Learning Research
Ensemble Models Simplified: New Machine Learning Research Simplifies Ensembles
A CLIP model whose weights were the mean of an ensemble of fine-tuned models performed as well as the ensemble and better than its best-performing constituent.
Machine Learning Research
Ensemble Models Simplified: New Machine Learning Research Simplifies Ensembles
A CLIP model whose weights were the mean of an ensemble of fine-tuned models performed as well as the ensemble and better than its best-performing constituent.
Machine Learning Research
Protein Families Deciphered: Machine Learning Categorizes Proteins Based on Their Functions
Convolutional neural networks separate proteins into functional families without considering their shapes.
Machine Learning Research
Protein Families Deciphered: Machine Learning Categorizes Proteins Based on Their Functions
Convolutional neural networks separate proteins into functional families without considering their shapes.
Machine Learning Research
Choose the Right Annotators: Jury-Learning Helps Remove Bias from NLP Models
A new machine learning method attempts to account for biases that may be held by certain subsets of labelers.
Machine Learning Research
Choose the Right Annotators: Jury-Learning Helps Remove Bias from NLP Models
A new machine learning method attempts to account for biases that may be held by certain subsets of labelers.
Machine Learning Research
Learning From Metadata: Descriptive Text Improves Performance for AI Image Classification Systems
Images in the wild may not come with labels, but they often include metadata. A new training method takes advantage of this information to improve contrastive learning.
Machine Learning Research
Learning From Metadata: Descriptive Text Improves Performance for AI Image Classification Systems
Images in the wild may not come with labels, but they often include metadata. A new training method takes advantage of this information to improve contrastive learning.
Machine Learning Research
Humanized Training for Robot Arms: New Research Improves Robot Performance and Adaptability
Robots trained via reinforcement learning usually study videos of robots performing the task at hand. A new approach used videos of humans to pre-train robotic arms.
Subscribe to The Batch
Stay updated with weekly AI News and Insights delivered to your inbox