Gabriel Ilharco
University of Washington
H-index: 24
North America-United States
Top articles of Gabriel Ilharco
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Language models scale reliably with over-training and on downstream tasks | arXiv preprint arXiv:2403.08540 | Samir Yitzhak Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman | 2024/3/13 |
Improving multimodal datasets with image captioning | Advances in Neural Information Processing Systems | Thao Nguyen Samir Yitzhak Gadre Gabriel Ilharco Sewoong Oh Ludwig Schmidt | 2024/2/13 |
Datacomp: In search of the next generation of multimodal datasets | Advances in Neural Information Processing Systems | Samir Yitzhak Gadre Gabriel Ilharco Alex Fang Jonathan Hayase Georgios Smyrnis | 2024/2/13 |
Adaptive testing of computer vision models | Irena Gao Gabriel Ilharco Scott Lundberg Marco Tulio Ribeiro | 2023 | |
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models | arXiv preprint arXiv:2308.01390 | Anas Awadalla Irena Gao Josh Gardner Jack Hessel Yusuf Hanafy | 2023/8/2 |
TaskWeb: Selecting Better Source Tasks for Multi-task NLP | arXiv preprint arXiv:2305.13256 | Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi | 2023/5/22 |
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation | arXiv preprint arXiv:2203.10421 | Samir Yitzhak Gadre Mitchell Wortsman Gabriel Ilharco Ludwig Schmidt Shuran Song | 2022/3/20 |
Reproducible scaling laws for contrastive language-image learning | Mehdi Cherti Romain Beaumont Ross Wightman Mitchell Wortsman Gabriel Ilharco | 2023 | |
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time | Mitchell Wortsman Gabriel Ilharco Samir Ya Gadre Rebecca Roelofs Raphael Gontijo-Lopes | 2022/6/28 | |
Editing Models with Task Arithmetic | arXiv preprint arXiv:2212.04089 | Gabriel Ilharco Marco Tulio Ribeiro Mitchell Wortsman Suchin Gururangan Ludwig Schmidt | 2022/12/8 |
Quality not quantity: On the interaction between dataset design and robustness of clip | Advances in Neural Information Processing Systems | Thao Nguyen Gabriel Ilharco Mitchell Wortsman Sewoong Oh Ludwig Schmidt | 2022/12/6 |
Robust fine-tuning of zero-shot models | Mitchell Wortsman* Gabriel Ilharco* Jong Wook Kim Mike Li Simon Kornblith | 2022 | |
Exploring The Landscape of Distributional Robustness for Question Answering Models | arXiv preprint arXiv:2210.12517 | Anas Awadalla Mitchell Wortsman Gabriel Ilharco Sewon Min Ian Magnusson | 2022/10/22 |
Patching open-vocabulary models by interpolating weights | Advances in Neural Information Processing Systems | Gabriel Ilharco Mitchell Wortsman Samir Yitzhak Gadre Shuran Song Hannaneh Hajishirzi | 2022/12/6 |
Data determines distributional robustness in contrastive language image pre-training (clip) | International Conference on Machine Learning (ICML) | Alex Fang Gabriel Ilharco Mitchell Wortsman Yuhao Wan Vaishaal Shankar | 2022/5/3 |
Finetuning Pretrained Transformers into RNNs | arXiv preprint arXiv:2103.13076 | Jungo Kasai Hao Peng Yizhe Zhang Dani Yogatama Gabriel Ilharco | 2021/3/24 |
Contrasting Contrastive Self-Supervised Representation Learning Pipelines | Klemen Kotar Gabriel Ilharco Ludwig Schmidt Kiana Ehsani Roozbeh Mottaghi | 2021 | |
Probing contextual language models for common ground with visual representations | Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi | 2021/6 | |
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus | arXiv preprint arXiv:2104.08758 | Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco | 2021/4/18 |
MultiModalQA: Complex Question Answering over Text, Tables and Images | ICLR, 2021 | Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang | 2021 |
Co-Authors
