Zhi-Yi Yao

Serial Cycle-Consistent Video Joint Embedding Predictive Architecture with Phase-Wise Optimization

Joint embedding predictive architectures offer a compelling alternative to pixel space reconstruction for visual self-supervised learning, especially in video. Existing video joint embedding predictive architecture methods primarily emphasize one-way masked prediction, where the model predicts masked target representat...