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adityakusupati authored Nov 5, 2024
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253 changes: 251 additions & 2 deletions src/components/publications.json
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[
{
"title": "Training Language Model Agents without Modifying Language Models",
"authors": [
"Shaokun Zhang*",
"Jieyu Zhang*",
"Jiale Liu",
"Linxin Song",
"Chi Wang",
"Ranjay Krishna",
"Qingyun Wu"
],
"year": "2024",
"venue": "ICML 2024",
"links": {
"pdf": "https://arxiv.org/abs/2402.11359"
},
},
{
"title": "Iterated Learning Improves Compositionality in Large Vision-Language Models",
"authors": [
"Chenhao Zheng",
"Jieyu Zhang",
"Aniruddha Kembhavi",
"Ranjay Krishna"
],
"year": "2024",
"venue": "CVPR 2024",
"links": {
"pdf": "https://arxiv.org/abs/2404.02145"
},
},
{
"title": "SHARCS: Efficient Transformers through Routing with Dynamic Width Sub-networks",
"authors": [
"Mohammadreza Salehi",
"Sachin Mehta",
"Aditya Kusupati",
"Ali Farhadi",
"Hannaneh Hajishirzi"
],
"year": "2023",
"venue": "EMNLP Findings 2023",
"links": {
"pdf": "https://arxiv.org/abs/2310.12126"
},
},
{
"title": "MatFormer: Nested Transformer for Elastic Inference",
"authors": [
"Ethan Shen",
"Alan Fan",
"Sarah Pratt",
"Jae Sung Park",
"Matthew Wallingford",
"Sham M. Kakade",
"Ari Holtzman",
"Ranjay Krishna",
"Ali Farhadi",
"Aditya Kusupati"
],
"year": "2024",
"venue": "NeurIPS 2024",
"links": {
"pdf": "https://arxiv.org/abs/2405.18400"
},
},
{
"title": "Objaverse-XL: A Universe of 10M+ 3D Objects",
"authors": [
"Matt Deitke",
"Ruoshi Liu",
"Matthew Wallingford",
"Huong Ngo",
"Oscar Michel",
"Aditya Kusupati",
"Alan Fan",
"Christian Laforte",
"Vikram Voleti",
"Samir Yitzhak Gadre",
"Eli VanderBilt",
"Aniruddha Kembhavi",
"Carl Vondrick",
"Georgia Gkioxari",
"Kiana Ehsani",
"Ludwig Schmidt",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.05663",
"code": "https://github.com/allenai/objaverse-xl",
"project page": "https://objaverse.allenai.org/"
},
"thumbnail": "/objaverse-xl.jpg"
},
{
"title": "SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality",
"authors": [
"Cheng-Yu Hsieh*",
"Jieyu Zhang*",
"Zixian Ma",
"Aniruddha Kembhavi",
"Ranjay Krishna"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2306.14610",
"code": "https://github.com/RAIVNLab/sugar-crepe"
},
"thumbnail": "/sugar-crepe.jpg"
},
{
"title": "DataComp: In search of the next generation of multimodal datasets",
"authors": [
"Samir Yitzhak Gadre",
"Gabriel Ilharco",
"Alex Fang",
"Jonathan Hayase",
"Georgios Smyrnis",
"Thao Nguyen",
"Ryan Marten",
"Mitchell Wortsman",
"Dhruba Ghosh",
"Jieyu Zhang",
"Eyal Orgad",
"Rahim Entezari",
"Giannis Daras",
"Sarah Pratt",
"Vivek Ramanujan",
"Yonatan Bitton",
"Kalyani Marathe",
"Stephen Mussmann",
"Richard Vencu",
"Mehdi Cherti",
"Ranjay Krishna",
"Pang Wei Koh",
"Olga Saukh",
"Alexander Ratner",
"Shuran Song",
"Hannaneh Hajishirzi",
"Ali Farhadi",
"Romain Beaumont",
"Sewoong Oh",
"Alex Dimakis",
"Jenia Jitsev",
"Yair Carmon",
"Vaishaal Shankar",
"Ludwig Schmidt."
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2304.14108",
"project page": "https://datacomp.ai/"
},
"thumbnail": "/datacomp.jpg"
},
{
"title": "On the Connection between Pre-training Data Diversity and Fine-tuning Robustness",
"authors": [
"Vivek Ramanujan",
"Thao Nguyen",
"Sewoong Oh",
"Ludwig Schmidt",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.12532"
},
},
{
"title": "OBJECT 3DIT: Language-guided 3D-aware Image Editing",
"thumbnail": "/rotate.gif",
"authors": [
"Oscar Michel",
"Anand Bhattad",
"Eli VanderBilt",
"Ranjay Krishna",
"Aniruddha Kembhavi",
"Tanmay Gupta"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2307.11073",
"project page": "https://prior.allenai.org/projects/object-edit"
},
"imageWidth": "calc(7/12*100%)"
},
{
"title": "MADLAD-400: Monolingual And Document-level Large Audited Dataset",
"authors": [
"Sneha Kudugunta",
"Isaac Rayburn Caswell",
"Biao Zhang",
"Xavier Garcia",
"Derrick Xin",
"Aditya Kusupati",
"Romi Stella",
"Ankur Bapna",
"Orhan Firat"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2309.04662"
}
},
{
"title": "Neural Priming for Sample-Efficient Adaptation",
"authors": [
"Matthew Wallingford",
"Vivek Ramanujan",
"Alex Fang",
"Aditya Kusupati",
"Roozbeh Mottaghi",
"Aniruddha Kembhavi",
"Ludwig Schmidt",
"Ali Farhadi"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "https://arxiv.org/abs/2306.10191",
"code": "https://github.com/RAIVNLab/neural-priming"
}
},
{
"title": "Quilt-1M: One Million Image-Text Pairs for Histopathology",
"thumbnail": "/quilt-1m.jpg",
"authors": [
"Wisdom Oluchi Ikezogwo",
"Mehmet Saygin Seyfioglu",
"Fatemeh Ghezloo",
"Dylan Stefan Chan Geva",
"Fatwir Sheikh Mohammed",
"Pavan Kumar Anand",
"Ranjay Krishna",
"Linda Shapiro"
],
"year": "2023",
"venue": "NeurIPS 2023",
"links": {
"pdf": "http://arxiv.org/abs/2306.11207",
"code": "https://github.com/wisdomikezogwo/quilt1m"
}
},
{
"title": "Cola: How to adapt vision-language models to Compose Objects Localized with Attributes?",
"authors": [
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}
}
]

]

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