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Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

AI·Canvas360 is a two-stage in-context panoramic generation framework with geometry-aware pretraining and a 1M-sample dataset, supporting style transfer, inpainting, outpainting, and editing tasks.

Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity

AI·Sparse Delta Memory scales the hidden state of gated linear RNNs to orders of magnitude higher capacity via sparse addressing, improving long-context recall and in-context learning while keeping compute efficient.