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09/25: We demonstrate a new compressed representation substrate for vision-language alignment using 2D Gaussian Splatting. Link.
05/25: Congratulations to Yasmine Omri on being selected a 2025 Knight-Hennessy Scholar!
05/25: BlockDialect, our 4-bit mixed- number format codebook encoding for efficient LLM computation is accepted at ICML'25!
04/25: GainSight, our data lifetime profiling infrastructure for aiding the composition of heterogeneous on-chip memories in AI accelerators is open-source.
04/25: Our work on token sequence compression for efficient multimodal computing is out.
02/25: BlockDialect, our 4-bit mixed- number format codebook encoding for efficient LLM arithmetic is open-source.