Trending research and the full catalog - each paper linked to the benchmarks, methods, and models it introduces.
13 Aug 2026
Recent advances in foundation models have enabled AI scientists to automate increasingly complete research workflows, from hypothesis generation and code execution to manuscript preparation.
Bo Liu, Yubo Wang, Yan Li et al. · 12 May 2026
Recent large vision-language models (VLMs) remain fundamentally constrained by a persistent dichotomy: understanding and generation are treated as distinct problems, leading to fragmented architectures, cascaded pipelines, and misaligned representation spaces.