Shengbang Tong
Shengbang Tong
NYU Courant
Adresă de e-mail confirmată pe berkeley.edu - Pagina de pornire
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Investigating the catastrophic forgetting in multimodal large language models
Y Zhai, S Tong, X Li, M Cai, Q Qu, YJ Lee, Y Ma
CPAL 2024, 2023
Eyes wide shut? exploring the visual shortcomings of multimodal llms
S Tong, Z Liu, Y Zhai, Y Ma, Y LeCun, S Xie
CVPR 2024 (Oral), 2024
Ctrl: Closed-loop transcription to an ldr via minimaxing rate reduction
X Dai*, S Tong*, M Li*, Z Wu*, M Psenka, KHR Chan, P Zhai, Y Yu, ...
Entropy 24 (4), 456, 2022
White-box transformers via sparse rate reduction
Y Yu, S Buchanan, D Pai, T Chu, Z Wu, S Tong, B Haeffele, Y Ma
NIPS 2023, 2023
Incremental learning of structured memory via closed-loop transcription
S Tong, X Dai, Z Wu, M Li, B Yi, Y Ma
ICLR 2023, 2022
Revisiting sparse convolutional model for visual recognition
M Li, P Zhai, S Tong, X Gao, SL Huang, Z Zhu, C You, Y Ma
NIPS 2022, 2022
Mass-producing failures of multimodal systems with language models
S Tong*, E Jones*, J Steinhardt
NIPS 2023, 2023
Emp-ssl: Towards self-supervised learning in one training epoch
S Tong*, Y Chen*, Y Ma, Y LeCun
arXiv preprint arXiv:2304.03977, 2023
Emergence of segmentation with minimalistic white-box transformers
Y Yu*, T Chu*, S Tong, Z Wu, D Pai, S Buchanan, Y Ma
CPAL 2024, 2023
Unsupervised manifold linearizing and clustering
T Ding, S Tong, KHR Chan, X Dai, Y Ma, BD Haeffele
ICCV 2023, 2023
Closed-loop transcription via convolutional sparse coding
X Dai, K Chen, S Tong, J Zhang, X Gao, M Li, D Pai, Y Zhai, XI Yuan, ...
CPAL 2024, 2023
Unsupervised learning of structured representations via closed-loop transcription
S Tong*, X Dai*, Y Chen, M Li, Z Li, B Yi, Y LeCun, Y Ma
CPAL 2024, 2022
Image clustering via the principle of rate reduction in the age of pretrained models
T Chu*, S Tong*, T Ding*, X Dai, BD Haeffele, R Vidal, Y Ma
ICLR 2024, 2023
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?
Y Yu, S Buchanan, D Pai, T Chu, Z Wu, S Tong, H Bai, Y Zhai, ...
arXiv preprint arXiv:2311.13110, 2023
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
Y Zhai, H Bai*, Z Lin*, J Pan*, S Tong*, Y Zhou*, A Suhr, S Xie, Y LeCun, ...
arXiv preprint arXiv:2405.10292, 2024
Ctrl123: Consistent Novel View Synthesis via Closed-Loop Transcription
H Zhao*, X Dai*, J Wang, S Tong, J Zhang, W Wang, L Zhang, Y Ma
arXiv preprint arXiv:2403.10953, 2024
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