Disentangling Factors of Variation with Cycle-Consistent Variational Auto-encoders. - Ananya Harsh Jha; Saket Anand; Maneesh Singh 001; V. S. R. Veeravasarapu (ECCV (3), 2018)

AAVAE: Augmentation-Augmented Variational Autoencoders. - William Falcon; Ananya Harsh Jha; Teddy Koker; Kyunghyun Cho (CoRR, 2021)

TorchMetrics - Measuring Reproducibility in PyTorch. - Nicki Skafte Detlefsen; Jirí Borovec; Justus Schock; Ananya Harsh Jha; Teddy Koker; Luca Di Liello; Daniel Stancl; Changsheng Quan; Maxim Grechkin; William Falcon (J. Open Source Softw., 2022)

Large Language Model Distillation Doesn't Need a Teacher. - Ananya Harsh Jha; Dirk Groeneveld; Emma Strubell; Iz Beltagy (CoRR, 2023)

OLMo: Accelerating the Science of Language Models. - Dirk Groeneveld; Iz Beltagy; Evan Pete Walsh; Akshita Bhagia; Rodney Kinney; Oyvind Tafjord; Ananya Harsh Jha; Hamish Ivison; Ian Magnusson; Yizhong Wang; Shane Arora; David Atkinson; et al. (ACL (1), 2024)

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research. - Luca Soldaini; Rodney Kinney; Akshita Bhagia; Dustin Schwenk; David Atkinson; Russell Authur; Ben Bogin; Khyathi Raghavi Chandu; Jennifer Dumas; Yanai Elazar; Valentin Hofmann; Ananya Harsh Jha; et al. (ACL (1), 2024)

Scalable Data Ablation Approximations for Language Models through Modular Training and Merging. - Clara Na; Ian Magnusson; Ananya Harsh Jha; Tom Sherborne; Emma Strubell; Jesse Dodge; Pradeep Dasigi (EMNLP, 2024)

Paloma: A Benchmark for Evaluating Language Model Fit. - Ian Magnusson; Akshita Bhagia; Valentin Hofmann; Luca Soldaini; Ananya Harsh Jha; Oyvind Tafjord; Dustin Schwenk; Evan Pete Walsh; Yanai Elazar; Kyle Lo; Dirk Groeneveld; Iz Beltagy; et al. (NeurIPS, 2024)

OLMo: Accelerating the Science of Language Models. - Dirk Groeneveld; Iz Beltagy; Pete Walsh; Akshita Bhagia; Rodney Kinney; Oyvind Tafjord; Ananya Harsh Jha; Hamish Ivison; Ian Magnusson; Yizhong Wang; Shane Arora; David Atkinson; et al. (CoRR, 2024)

Establishing Task Scaling Laws via Compute-Efficient Model Ladders. - Akshita Bhagia; Jiacheng Liu 010; Alexander Wettig; David Heineman; Oyvind Tafjord; Ananya Harsh Jha; Luca Soldaini; Noah A. Smith; Dirk Groeneveld; Pang Wei Koh; Jesse Dodge; Hannaneh Hajishirzi (CoRR, 2024)