…But adopting marginal token allocation as the shared accounting object explains why systems that locally minimize tokens globally misallocate them, predicts a small set of recurring failure modes (over- routing , over-delegation…
…Won't even share the code for us to train our own. Thanks for nothing, "Open" AI. Now we're stuck waiting for someone to abliterate it to even make it remotely…
…View arXiv page View PDF Project page Add to collection Community On-Policy Feedback for Reward Model Self-Supervised Improvement This is an automated message from the Librarian Bot . I found the…
…by forking N stochastic trajectory rollouts from a single shared-prefix KV cache and averaging them, we effectively suppress prediction variance at a fractional computational cost. Empirical results demonstrate that Fast-dDrive…
…This approach integrates the statistical properties of CPCA into an end-to-end trainable framework, enforcing the discovery of a shared subspace across diverse domains while preserving interpretability. Experiments on four standard…
…adjacent frames usually share most objects, background, and layout. Yet existing video multimodal large language models (video MLLMs) usually encode each sampled frame as an independent RGB image, causing visual tokens to…
…View arXiv page View PDF Project page GitHub 82 Add to collection Community Project Page: https://xiao4579.github.io/PRISM/ Paper： https://arxiv.org/abs/2604.28123 Code： https://github.com/XIAO4579…
…Our key idea is to encourage the three modalities to span a small simplex volume in the shared hyperspherical space -- a smaller simplex volume indicating stronger alignment. To avoid the geometric ambiguity…
…View arXiv page View PDF GitHub 2 Add to collection Community This paper has been officially accepted by IJCAI 2026 (Main Track). This is an automated message from the Librarian Bot . I…
…However, CLIP 's binding function is high-complexity, which likely prevents the image and text encoders from learning a shared binding mechanism that generalizes to unseen concept combinations. We then ask whether…