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Matthew Chang
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Semantic visual navigation by watching youtube videos
M Chang, A Gupta, S Gupta
Advances in Neural Information Processing Systems 33, 4283-4294, 2020
852020
Goat: Go to any thing
M Chang, T Gervet, M Khanna, S Yenamandra, D Shah, SY Min, K Shah, ...
arXiv preprint arXiv:2311.06430, 2023
442023
Look ma, no hands! agent-environment factorization of egocentric videos
M Chang, A Prakash, S Gupta
Advances in Neural Information Processing Systems 36, 2024
122024
Learning value functions from undirected state-only experience
M Chang, A Gupta, S Gupta
arXiv preprint arXiv:2204.12458, 2022
102022
Diffusion Meets DAgger: Supercharging Eye-in-hand Imitation Learning
X Zhang, M Chang, P Kumar, S Gupta
arXiv preprint arXiv:2402.17768, 2024
62024
Goat-bench: A benchmark for multi-modal lifelong navigation
M Khanna, R Ramrakhya, G Chhablani, S Yenamandra, T Gervet, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
62024
One-shot visual imitation via attributed waypoints and demonstration augmentation
M Chang, S Gupta
2023 IEEE International Conference on Robotics and Automation (ICRA), 5055-5062, 2023
32023
Learning Hand-Held Object Reconstruction from In-The-Wild Videos
A Prakash, M Chang, M Jin, S Gupta
arXiv preprint arXiv:2305.03036, 2023
32023
3d hand pose estimation in everyday egocentric images
A Prakash, R Tu, M Chang, S Gupta
Proceedings of the European Conference on Computer Vision (ECCV), 2024
22024
3D Hand Pose Estimation in Egocentric Images in the Wild
A Prakash, R Tu, M Chang, S Gupta
arXiv preprint arXiv:2312.06583, 2023
12023
3D Reconstruction of Objects in Hands without Real World 3D Supervision
A Prakash, M Chang, M Jin, R Tu, S Gupta
European Conference on Computer Vision, 126-145, 2025
2025
PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks
M Chang, G Chhablani, A Clegg, MD Cote, R Desai, M Hlavac, ...
arXiv preprint arXiv:2411.00081, 2024
2024
Robot learning from videos
M Chang
University of Illinois at Urbana-Champaign, 2024
2024
Hands Free: A wearable in-air gesture recognition system
M Chang
Massachusetts Institute of Technology, 2016
2016
One-shot Visual Imitation via Attributed Waypoints and Demonstration Augmentation-Supplementary Material
M Chang, S Gupta
Semantic Visual Navigation by Watching YouTube Videos-Supplementary Materials
M Chang, A Gupta, S Gupta
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Articles 1–16