Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
Marta Skreta, Tara Akhound-Sadegh, Viktor Ohanesian, Roberto Bondesan, Alán Aspuru-Guzik, Arnaud Doucet, Rob Brekelmans, Alexander Tong, Kirill Neklyudov
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University of Toronto(多伦多大学)
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Vector Institute(向量研究所)
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McGill University(麦吉尔大学)
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Mila - Quebec AI Institute(魁北克AI研究所)
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Imperial College London(伦敦帝国学院)
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Google DeepMind(谷歌DeepMind)
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Duke University(杜克大学)
CommentsAccepted as a Spotlight Presentation at the International Conference of Machine Learning 2025
Zhanchao Zhou, Tianyi Wu, Zhiyun Jiang, Fares Obeid, Zhenzhong Lan
机构
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Zhejiang University(浙江大学)
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Westlake University(西湖大学)
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Ant Group(蚂蚁集团)
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University of Electronic Science and Technology of China(电子科技大学)
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China University of Mining and Technology(中国矿业大学)
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Imperial College London(伦敦帝国理工学院)
机构
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Hong Kong University of Science and Technology(香港科技大学)
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Shanghai Artificial Intelligence Laborator(上海人工智能实验室)
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Peking University(北京大学)
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Zhongguancun Academy(中关村学院)
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Imperial College London(伦敦帝国理工学院)
ASPO: Constraint-Aware Bayesian Optimization for FPGA-based Soft Processors
Haoran Wu, Ce Guo, Wayne Luk, Robert Mullins
机构
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Department of Computer Science and Technology, University of Cambridge(计算机科学与技术系,剑桥大学)
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Department of Computing, Imperial College London(计算系,伦敦帝国理工学院)
CommentsAccepted to International Conference on Field-Programmable Logic and Applications (FPL) 2025
Journal refProc. Int. Conf. Field-Programmable Logic and Applications (FPL), 2025
HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos
Huihui Xu, Yijun Yang, Angelica I Aviles-Rivero, Guang Yang, Jing Qin, Lei Zhu
机构
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The Hong Kong University of Science and Technology (Guangzhou), China(香港科技大学(广州))
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The Hong Kong University of Science and Technology, China(香港科技大学)
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University of Cambridge, UK(剑桥大学)
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Imperial College London, UK(伦敦帝国学院)
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The Hong Kong Polytechnic University, China(香港理工大学)
机构
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Department of Mathematics, Imperial College London(帝国理工学院数学系)
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Department of Applied Mathematics and Theoretical Physics, University of Cambridge(剑桥大学应用数学与理论物理系)
Comments24 pages, 13 figures. To appear in SIAM Journal on Applied Dynamical Systems
Learning Fair And Effective Points-Based Rewards Programs
Chamsi Hssaine, Yichun Hu, Ciara Pike-Burke
机构
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Department of Data Sciences and Operations, University of Southern California, Marshall School of Business(数据科学与运营系,南加州大学,马歇尔商学院)
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Johnson Graduate School of Management, Cornell University(管理研究生院,康奈尔大学)
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Department of Mathematics, Imperial College London(数学系,伦敦帝国学院)
Prisma: An Open Source Toolkit for Mechanistic Interpretability in Vision and Video
Sonia Joseph, Praneet Suresh, Lorenz Hufe, Edward Stevinson, Robert Graham, Yash Vadi, Danilo Bzdok, Sebastian Lapuschkin, Lee Sharkey, Blake Aaron Richards
机构
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Mila Quebec(蒙特利尔大学)
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McGill University(麦吉尔大学)
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Meta
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Université de Montréal(蒙特利尔大学)
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Imperial College London(伦敦帝国理工学院)
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Fraunhofer Heinrich Hertz Institute(弗劳恩霍夫 Heinrich Hertz 研究所)
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Technological University Dublin(都柏林技术大学)
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Apollo Research(Apollo 研究所)
Comments4 pages, 3 figures, 9 tables. Oral and Tutorial at the CVPR Mechanistic Interpretability for Vision (MIV) Workshop
A personalized time-resolved 3D mesh generative model for unveiling normal heart dynamics
Mengyun Qiao, Kathryn A McGurk, Shuo Wang, Paul M. Matthews, Declan P O Regan, Wenjia Bai
机构
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Department of Brain Sciences, Imperial College London(帝国理工学院脑科学系)
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Data Science Institute, Imperial College London(帝国理工学院数据科学研究所)
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MRC Laboratory of Medical Sciences, Imperial College London(医学科学实验室(MRC))
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National Heart and Lung Institute, Imperial College London(国家心脏病和肺部研究所)
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Digital Medical Research Center, School of Basic Medical Sciences, Fudan University and Shanghai Key Laboratory of MICCAI(复旦大学基础医学学院数字医学研究中心和上海MICCAI关键实验室)
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Department of Computing, Imperial College London(帝国理工学院计算系)
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions
Janek Gröhl, Leonid Kunyansky, Jenni Poimala, Thomas R. Else, Francesca Di Cecio, Sarah E. Bohndiek, Ben T. Cox, Andreas Hauptmann
机构
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University of Cambridge(剑桥大学)
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Cancer Research UK Cambridge Institute(英国癌症研究会剑桥研究所)
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University of Arizona(亚利桑那大学)
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University of Eastern Finland(东部芬兰大学)
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Imperial College London(伦敦帝国理工学院)
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University College London(伦敦大学学院)
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University of Oulu(奥卢大学)
MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge
Xin Jing, Jiadong Wang, Iosif Tsangko, Andreas Triantafyllopoulos, Björn W. Schuller
机构
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Technical University of Munich(慕尼黑技术大学)
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Imperial College London(伦敦帝国理工学院)
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CHI – Chair of Health Informatics(健康信息学系)
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Munich Centre for Machine Learning(慕尼黑机器学习中心)
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GLAM – Group on Language, Audio, & Music(语言、音频与音乐小组)
MagicGripper: A Multimodal Sensor-Integrated Gripper for Contact-Rich Robotic Manipulation
Wen Fan, Haoran Li, Dandan Zhang
机构
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Department of Bioengineering, Imperial College London(帝国理工学院伦敦分校生物工程系)
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School of Robotics, Xi’an Jiaotong-Liverpool University(西安交通大学利物浦大学机器人学院)
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller
机构
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Imperial College London(伦敦帝国学院)
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University of Bremen(不莱梅大学)
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Beijing Institute of Technology(北京理工大学)
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Griffith University(格里菲斯大学)
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Technical University of Munich (TUM)(慕尼黑技术大学)
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GLAM – the Group on Language, Audio, & Music Cognitive Systems Lab(语言、音频与音乐认知系统实验室)
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School of Medical Technology(医学技术学院)
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Klinikum rechts der Isar(莱茵河右岸医院)
The First MPDD Challenge: Multimodal Personality-aware Depression Detection
Changzeng Fu, Zelin Fu, Qi Zhang, Xinhe Kuang, Jiacheng Dong, Kaifeng Su, Yikai Su, Wenbo Shi, Junfeng Yao, Yuliang Zhao, Shiqi Zhao, Jiadong Wang, Siyang Song, Chaoran Liu, Yuichiro Yoshikawa, Björn Schuller, Hiroshi Ishiguro
机构
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Northeastern University(东北大学)
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University of Technology Sydney(悉尼大学)
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Xiamen University(厦门大学)
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Technical University of Munich(慕尼黑技术大学)
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University of Cambridge(剑桥大学)
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National Information Institute(国家信息研究所)
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Osaka University(大阪大学)
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Imperial College London(伦敦帝国理工学院)
CommentsThis paper has been accepted as part of the MPDD Challenge in the ACMMM 2025 Grand Challenge
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino D. M. A. Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufino Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Alexander Panchenko, Andrew Piper, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad
机构
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Imperial College London(伦敦帝国学院)
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Bayero University Kano(卡诺大学)
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Cardiff University(卡迪夫大学)
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Data Science for Social Impact, University of Pretoria(社会影响数据科学,开普敦大学)
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University of Göttingen(哥廷根大学)
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Uppsala University(乌普萨拉大学)
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University of Melbourne(墨尔本大学)
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IIIT Hyderabad(海得拉巴印度理工学院)
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University of Alberta(阿尔伯塔大学)
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Northeastern University(东北大学)
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MILA(蒙特利尔人工智能实验室)
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McGill University(麦吉尔大学)
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Canada CIFAR AI Chair(加拿大CIFAR人工智能主席)
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MBZUAI(马斯喀特人工智能研究所)
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LIACC, FEUP, University of Porto(LIACC,FEUP,波尔图大学)
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Sailplane AI(Sailplane人工智能)
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University of Santiago de Compostela(圣地亚哥-德孔波斯特拉大学)
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University of Bucharest(布加勒斯特大学)
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Universitat Politècnica de València(瓦伦西亚理工大学)
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SADiLaR
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University of York(约克大学)
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Universidad Politécnica Salesiana(萨利纳斯理工大学)
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Lancaster University(兰卡斯特大学)
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Technical University of Munich(慕尼黑技术大学)
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Hamburg University(汉堡大学)
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Al Akhawayn University(阿尔阿赫瓦因大学)