CUE-Mem provides a testbed for memory systems that selectively retain, retrieve, and use subtle multimodal evidence, and provides a testbed for memory systems that selectively retain, retrieve, and use subtle multimodal evidence.
Yu-Lin Hu, Yan-Yan Zhao, Zi-Mo Long et al.· 0 citations
MIFS mitigates the generalization trade-offs typical of SFT, preserving core visual capabilities while significantly boosting instruction-following precision, and introduces a generative constraint protocol to synthesize diverse raw samples.
Yi-Rong Zeng, Sai Zhang, Yu-Xian Wang et al.· 0 citations
EnvCraft is introduced, an automated framework for synthesizing executable environments and scalable training data that confirms that synthesized executable environments provide robust and generalizable learning signals for training.
Yi-Rong Zeng, Shen You, Jin-Hang Feng et al.· 1 citation
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