Alert button
Picture for Amil Merchant

Amil Merchant

Alert button

Predicting emergence of crystals from amorphous matter with deep learning

Oct 02, 2023
Muratahan Aykol, Amil Merchant, Simon Batzner, Jennifer N. Wei, Ekin Dogus Cubuk

Figure 1 for Predicting emergence of crystals from amorphous matter with deep learning
Figure 2 for Predicting emergence of crystals from amorphous matter with deep learning
Figure 3 for Predicting emergence of crystals from amorphous matter with deep learning
Figure 4 for Predicting emergence of crystals from amorphous matter with deep learning
Viaarxiv icon

VeLO: Training Versatile Learned Optimizers by Scaling Up

Nov 17, 2022
Luke Metz, James Harrison, C. Daniel Freeman, Amil Merchant, Lucas Beyer, James Bradbury, Naman Agrawal, Ben Poole, Igor Mordatch, Adam Roberts, Jascha Sohl-Dickstein

Figure 1 for VeLO: Training Versatile Learned Optimizers by Scaling Up
Figure 2 for VeLO: Training Versatile Learned Optimizers by Scaling Up
Figure 3 for VeLO: Training Versatile Learned Optimizers by Scaling Up
Figure 4 for VeLO: Training Versatile Learned Optimizers by Scaling Up
Viaarxiv icon

Learn2Hop: Learned Optimization on Rough Landscapes

Jul 20, 2021
Amil Merchant, Luke Metz, Sam Schoenholz, Ekin Dogus Cubuk

Figure 1 for Learn2Hop: Learned Optimization on Rough Landscapes
Figure 2 for Learn2Hop: Learned Optimization on Rough Landscapes
Figure 3 for Learn2Hop: Learned Optimization on Rough Landscapes
Figure 4 for Learn2Hop: Learned Optimization on Rough Landscapes
Viaarxiv icon

Does Data Augmentation Benefit from Split BatchNorms

Oct 15, 2020
Amil Merchant, Barret Zoph, Ekin Dogus Cubuk

Figure 1 for Does Data Augmentation Benefit from Split BatchNorms
Figure 2 for Does Data Augmentation Benefit from Split BatchNorms
Figure 3 for Does Data Augmentation Benefit from Split BatchNorms
Figure 4 for Does Data Augmentation Benefit from Split BatchNorms
Viaarxiv icon

What Happens To BERT Embeddings During Fine-tuning?

Apr 29, 2020
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney

Figure 1 for What Happens To BERT Embeddings During Fine-tuning?
Figure 2 for What Happens To BERT Embeddings During Fine-tuning?
Figure 3 for What Happens To BERT Embeddings During Fine-tuning?
Figure 4 for What Happens To BERT Embeddings During Fine-tuning?
Viaarxiv icon