Masked Siamese ConvNets. - Li Jing 001; Jiachen Zhu 002; Yann LeCun (CoRR, 2022)

TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning. - Jiachen Zhu 002; Rafael M. Moraes; Serkan Karakulak; Vlad Sobol; Alfredo Canziani; Yann LeCun (CoRR, 2022)

Variance-Covariance Regularization Improves Representation Learning. - Jiachen Zhu 002; Ravid Shwartz-Ziv; Yubei Chen; Yann LeCun (CoRR, 2023)

VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment. - Shraman Pramanick; Li Jing 001; Sayan Nag; Jiachen Zhu 002; Hardik Shah; Yann LeCun; Rama Chellappa (Trans. Mach. Learn. Res., 2023)

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning. - Shengbang Tong; David Fan; Jiachen Zhu 002; Yunyang Xiong; Xinlei Chen; Koustuv Sinha; Michael Rabbat; Yann LeCun; Saining Xie; Zhuang Liu 003 (CoRR, 2024)

Transformers without Normalization. - Jiachen Zhu 002; Xinlei Chen; Kaiming He; Yann LeCun; Zhuang Liu 003 (CVPR, 2025)

Scaling Language-Free Visual Representation Learning. - David Fan; Shengbang Tong; Jiachen Zhu 002; Koustuv Sinha; Zhuang Liu 003; Xinlei Chen; Michael Rabbat; Nicolas Ballas; Yann LeCun; Amir Bar; Saining Xie (CoRR, 2025)