语言大模型 / LLM

Large Language Models as Model Organisms for Human Associative Learning

Camila Kolling, Vy Ai Vo, Mariya Toneva

机构 * Max Planck Institute for Software Systems（马克斯·普朗克软件系统研究所） 纠错

专题命中 长上下文与记忆 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

MoniTor: Exploiting Large Language Models with Instruction for Online Video Anomaly Detection

Shengtian Yang, Yue Feng, Yingshi Liu, Jingrou Zhang, Jie Qin

机构 * College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics（人工智能学院，南京航空航天大学） ； Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, China（脑机智能技术重点实验室，教育部，中国） 纠错

专题命中 长上下文与记忆 ：large language model(title,abstract)；language model(title,abstract)

Comments Accepted to NeurIPS 2025. The first two authors hold equal contributions

Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models

Yujin Jo, Taesup Kim

专题命中 长上下文与记忆 ：language model(title,abstract)；分类 cs.AI

InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding

Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang

专题命中 长上下文与记忆 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments NeurIPS 2025

TAI3: Testing Agent Integrity in Interpreting User Intent

Shiwei Feng, Xiangzhe Xu, Xuan Chen, Kaiyuan Zhang, Syed Yusuf Ahmed, Zian Su, Mingwei Zheng, Xiangyu Zhang

机构 * Purdue University（普渡大学） 纠错

专题命中 长上下文与记忆 ：LLM(abstract)；分类 cs.AI

Comments Accepted to NeurIPS 2025

FlashBias: Fast Computation of Attention with Bias

Haixu Wu, Minghao Guo, Yuezhou Ma, Yuanxu Sun, Jianmin Wang, Wojciech Matusik, Mingsheng Long

机构 * School of Software, Tsinghua University（清华大学软件学院） ； MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） 纠错

专题命中 长上下文与记忆 ：language model(abstract)；分类 cs.LG