Amil Merchant

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Euclidean Space

Causal Inference

Iterative Learning

Top Venues

BlackboxNLP@EMNLP

Publications

Sherry Yang, KwangHwan Cho, Amil Merchant, Pieter Abbeel, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk
Scalable Diffusion for Materials Generation. ICLR (2024)
Mengjiao Yang, KwangHwan Cho, Amil Merchant, Pieter Abbeel, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk
Scalable Diffusion for Materials Generation. CoRR (2023)
Amil Merchant, Simon L. Batzner, Samuel S. Schoenholz, Muratahan Aykol, Gowoon Cheon, Ekin Dogus Cubuk
Scaling deep learning for materials discovery. Nat. 624 (7990) (2023)
Muratahan Aykol, Amil Merchant, Simon L. Batzner, Jennifer N. Wei, Ekin Dogus Cubuk
Predicting emergence of crystals from amorphous matter with deep learning. CoRR (2023)
Luke Metz, James Harrison, C. Daniel Freeman, Amil Merchant, Lucas Beyer, James Bradbury, Naman Agrawal, Ben Poole, Igor Mordatch, Adam Roberts, Jascha Sohl-Dickstein
VeLO: Training Versatile Learned Optimizers by Scaling Up. CoRR (2022)
Amil Merchant, Luke Metz, Samuel S. Schoenholz, Ekin D. Cubuk
Learn2Hop: Learned Optimization on Rough Landscapes. ICML (2021)
Amil Merchant, Luke Metz, Samuel S. Schoenholz, Ekin Dogus Cubuk
Learn2Hop: Learned Optimization on Rough Landscapes. CoRR (2021)
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
What Happens To BERT Embeddings During Fine-tuning? CoRR (2020)
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
What Happens To BERT Embeddings During Fine-tuning? BlackboxNLP@EMNLP (2020)
Amil Merchant, Barret Zoph, Ekin Dogus Cubuk
Does Data Augmentation Benefit from Split BatchNorms. CoRR (2020)
Alexander Lin, Amil Merchant, Suproteem K. Sarkar, Alexander D'Amour
Universal Causal Evaluation Engine: An API for empirically evaluating causal inference models. CD@KDD (2019)