…supervised encoders substantially outperform zero-shot LLMs on real-time termination prediction , while next-action prediction remains only moderately successful even for strong LLMs . Taken together, these results show that current models…
…View arXiv page View PDF Project page GitHub 187 Add to collection Community the most interesting bit to me is the two-stage setup: a Text VAE to fix a stable text…
…AI-generated summary Modern video diffusion models excel at appearance synthesis but still struggle with physical consistency: objects drift, collisions lack realistic rebound, and material responses seldom match their underlying properties. We…
…View arXiv page View PDF GitHub 514 Add to collection Community This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Diffusion models have emerged as the backbone of modern generative AI, powering advances in vision, language, audio and other modalities. Despite their success, they…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct SwiGLU has become a standard gated activation in modern Transformer MLPs, yet its gate sharpness -- the smoothness and selectivity of the gating function -- is…
…While the visual fidelity of modern game engines has been significantly improved with technologies such as ray-tracing, a notable sim2real appearance gap between the synthetic and the real-world images still…
…View arXiv page View PDF GitHub 9 Add to collection Community Modern Mixture-of-Experts (MoE) architectures allocate expert capacity through a rigid per-layer rule: each transformer layer owns a separate…
…We first find that the modern diffusion model where the LLM/VLM serves as the encoder can inherit its encoder's in-context capabilities. This enables us to make the training as…
…View arXiv page View PDF Project page Add to collection Community This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers…