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Matthew Wallingford
Matthew Wallingford
Verified email at cs.washington.edu - Homepage
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Objaverse-xl: A universe of 10m+ 3d objects
M Deitke, R Liu, M Wallingford, H Ngo, O Michel, A Kusupati, A Fan, ...
Advances in Neural Information Processing Systems 36, 2024
2912024
Robothor: An open simulation-to-real embodied ai platform
M Deitke, W Han, A Herrasti, A Kembhavi, E Kolve, R Mottaghi, J Salvador, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2802020
Matryoshka representation learning
A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ...
Advances in Neural Information Processing Systems 35, 30233-30249, 2022
1002022
Task adaptive parameter sharing for multi-task learning
M Wallingford, H Li, A Achille, A Ravichandran, C Fowlkes, R Bhotika, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
802022
Fluid: A unified evaluation framework for flexible sequential data
M Wallingford, A Kusupati, K Alizadeh-Vahid, A Walsman, A Kembhavi, ...
arXiv preprint arXiv:2007.02519, 2020
15*2020
Llc: Accurate, multi-purpose learnt low-dimensional binary codes
A Kusupati, M Wallingford, V Ramanujan, R Somani, JS Park, K Pillutla, ...
Advances in neural information processing systems 34, 23900-23913, 2021
122021
Neural priming for sample-efficient adaptation
M Wallingford, V Ramanujan, A Fang, A Kusupati, R Mottaghi, ...
Advances in Neural Information Processing Systems 36, 2024
112024
Neural radiance field codebooks
M Wallingford, A Kusupati, A Fang, V Ramanujan, A Kembhavi, ...
arXiv preprint arXiv:2301.04101, 2023
102023
Matryoshka representations for adaptive deployment
A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ...
arXiv preprint arXiv:2205.13147 3, 2022
62022
Multilingual Diversity Improves Vision-Language Representations
T Nguyen, M Wallingford, S Santy, WC Ma, S Oh, L Schmidt, PW Koh, ...
arXiv preprint arXiv:2405.16915, 2024
52024
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
E Shen, A Fan, SM Pratt, JS Park, M Wallingford, SM Kakade, A Holtzman, ...
arXiv preprint arXiv:2405.18400, 2024
22024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
S Geng, CY Hsieh, V Ramanujan, M Wallingford, CL Li, PW Koh, ...
arXiv preprint arXiv:2406.05184, 2024
12024
From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos
M Wallingford, A Bhattad, A Kusupati, V Ramanujan, M Deitke, S Kakade, ...
arXiv preprint arXiv:2412.07770, 2024
2024
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