…These results demonstrate that robust panoramic reasoning requires dedicated pano-native supervision and geometry-aware model adaptation. All source code and proposed data will be publicly released. View arXiv page View PDF…
…Jayoo Hwang , , Vedant Padwal Abstract WebChallenger presents a web agent framework that improves autonomous navigation through structured page representation and cognitive-inspired mechanisms, achieving high performance with open-weight models. Generated by…
…Abstract RePoT improves upon one-shot Program-of-Thought by enabling deterministic verified replay and recovery through environment interaction, achieving higher success rates across multiple models and benchmarks. Generated by Qwen/Qwen2…
…ground truth, and the release represents an early, versioned snapshot intended to support the community while a human-annotated subset is developed. Further research is encouraged, including models tailored for skill-security…
…AI-generated summary Continual learning , especially class-incremental learning (CIL), on the basis of a pre-trained model (PTM) has garnered substantial research interest in recent years. However, how to effectively learn…
…We introduce Real ICU , a hindsight-annotated benchmark for evaluating large language models (LLMs) under realistic ICU conditions, where labels are created after senior physicians review the full patient trajectory . We formulate…
…free skill maintenanceThe code will be released at https://github.com/zjunlp/SkillAdaptor.. View arXiv page View PDF Add to collection Community Large language model (LLM) agents increasingly rely on reusable external…
…It also generalizes across model backbones and supports transferable skill memory . All data and code will be released publicly. View arXiv page View PDF Add to collection Community SkeMex is a training…
…View arXiv page View PDF GitHub 18 Add to collection Community Due to the company's open-source process, the code will be released within the next week~ This is an automated…
…We will release all data, code, and models to support open research on multimodal deep search agents. View arXiv page View PDF Project page GitHub 201 Add to collection Community Github Page…