…Amirreza Mohseni , , , Abstract CurveBench presents a benchmark for hierarchical topological reasoning using visual inputs, demonstrating significant challenges in exact topology-aware visual reasoning even with advanced models. AI-generated summary We introduce…
…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 Recent advances in video generative models have promoted rapid progress in controllable world models . However, maintaining fine-grained spatio-temporal consistency under long-horizon…
…Empirically, ROPD outperforms the advanced logit-based OPD methods across most scenarios, and achieving up to a 10x gain in sample efficiency . These results position rubric-based OPD as a flexible, black…
…AI-generated summary Deep generative models have advanced rapidly across text and vision, motivating unified multimodal systems that can understand, reason over, and generate interleaved text-image sequences. Most existing approaches combine…
…https://huggingface.co/OpenSearch-VL This is an automated message from the Librarian Bot . I found the following papers similar to this paper. The following papers were recommended by the Semantic Scholar…
…AI-generated summary Despite rapid advancements, current text-to-image (T2I) models predominantly rely on a single-step generation paradigm, which struggles with complex semantics and faces diminishing returns from parameter scaling…
…Beyond improving the efficiency of FEA for solid mechanics problems and lowering the barrier to computational mechanics education, Abaqus Agent advances the human-simulation interaction paradigm and enables integration with AI-empowered…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Reinforcement learning with verifiable rewards has rapidly advanced reasoning in vision--language models. However, for chest X-ray report generation, the standard rewards (i…
…AI-generated summary Human image animation has witnessed significant advancements, yet generating high-fidelity hand motions remains a persistent challenge due to their high degrees of freedom and motion complexity. While reinforcement…