IEEE TPAMI

Compositional Video Synthesis by Temporal Object-Centric Learning

Adil Kaan Akan, Yucel Yemez

Comments 12+21 pages, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review

Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning

Dingkang Liang, Tianrui Feng, Xin Zhou, Yumeng Zhang, Zhikang Zou, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； Baidu Inc.（百度公司） 纠错

Comments Accepted by IEEE TPAMI. The code will be made available at https://github.com/jerryfeng2003/PointGST

MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders

Baijiong Lin, Weisen Jiang, Pengguang Chen, Shu Liu, Ying-Cong Chen

机构 * Artificial Intelligence Thrust, The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）人工智能方向） ； Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（香港科技大学计算机科学与工程系） ； SmartMore Corporation Limited（SmartMore有限公司） 纠错

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval

Lorenzo Agnolucci, Alberto Baldrati, Alberto Del Bimbo, Marco Bertini

机构 * Media Integration and Communication Center (MICC), University of Florence（媒体集成与通信中心（MICC），佛罗伦萨大学） 纠错

Comments Accepted at TPAMI, extended version of the ICCV2023 paper arXiv:2303.15247

GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning

Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang

机构 * School of Computer Science and Technology, Tongji University（同济大学计算机科学与技术学院） ； School of Automotive Engineering, Tongji University（同济大学汽车工程学院） ； Faculty of Computer Science, Chemnitz University of Technology（化学工业大学计算机科学学院） ； Department of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学系） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算与数据科学学院） ； School of Computer Science and Technology, Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University（同济大学计算机科学与技术学院、教育部嵌入式系统与服务计算重点实验室） 纠错

Comments A substantial extension of the CVPR paper "Upcycling Models under Domain and Category Shift", recently accepted by IEEE-TPAMI. arXiv admin note: text overlap with arXiv:2303.07110

Benchmarking and Analyzing Generative Data for Visual Recognition

Bo Li, Haotian Liu, Liangyu Chen, Yong Jae Lee, Chunyuan Li, Ziwei Liu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Otter: A Multi-Modal Model with In-Context Instruction Tuning

Bo Li, Yuanhan Zhang, Liangyu Chen, Jinghao Wang, Fanyi Pu, Joshua Adrian Cahyono, Jingkang Yang, Ziwei Liu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025