Amil Merchant - RankMe

14 papers A* 3Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Predicting emergence of crystals from amorphous precursors with deep learning potentials. Nat. Comput. Sci. Muratahan Aykol, Amil Merchant, Simon L. Batzner, Jennifer N. Wei, Ekin Dogus Cubuk
2024	A*	`conf`	Scalable Diffusion for Materials Generation. ICLR Sherry Yang, KwangHwan Cho, Amil Merchant, Pieter Abbeel, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk
2024	A*	`conf`	Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations. NeurIPS Nikil Roashan Selvam, Amil Merchant, Stefano Ermon
2024	J	`jnl`	Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations. CoRR Nikil Roashan Selvam, Amil Merchant, Stefano Ermon
2023	J	`jnl`	Predicting emergence of crystals from amorphous matter with deep learning. CoRR Muratahan Aykol, Amil Merchant, Simon L. Batzner, Jennifer N. Wei, Ekin Dogus Cubuk
2023	J	`jnl`	Scalable Diffusion for Materials Generation. CoRR Mengjiao Yang, KwangHwan Cho, Amil Merchant, Pieter Abbeel, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk
2023	J	`jnl`	Scaling deep learning for materials discovery. Nat. Amil Merchant, Simon L. Batzner, Samuel S. Schoenholz, Muratahan Aykol, Gowoon Cheon, Ekin Dogus Cubuk
2022	J	`jnl`	VeLO: Training Versatile Learned Optimizers by Scaling Up. CoRR Luke Metz, James Harrison, C. Daniel Freeman, Amil Merchant, Lucas Beyer, James Bradbury, Naman Agrawal, Ben Poole, Igor Mordatch, Adam Roberts, Jascha Sohl-Dickstein
2021	A*	`conf`	Learn2Hop: Learned Optimization on Rough Landscapes. ICML Amil Merchant, Luke Metz, Samuel S. Schoenholz, Ekin D. Cubuk
2021	J	`jnl`	Learn2Hop: Learned Optimization on Rough Landscapes. CoRR Amil Merchant, Luke Metz, Samuel S. Schoenholz, Ekin Dogus Cubuk
2020	J	`jnl`	Does Data Augmentation Benefit from Split BatchNorms. CoRR Amil Merchant, Barret Zoph, Ekin Dogus Cubuk
2020	—	`conf`	What Happens To BERT Embeddings During Fine-tuning? BlackboxNLP@EMNLP Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
2020	J	`jnl`	What Happens To BERT Embeddings During Fine-tuning? CoRR Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
2019	—	`conf`	Universal Causal Evaluation Engine: An API for empirically evaluating causal inference models. CD@KDD Alexander Lin, Amil Merchant, Suproteem K. Sarkar, Alexander D'Amour