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University of Edinburgh(爱丁堡大学)

共收录 812
2503.14232 2025-05-21 cs.CV cs.AI cs.CL cs.LG

CRCE: Coreference-Retention Concept Erasure in Text-to-Image Diffusion Models

Yuyang Xue, Edward Moroshko, Feng Chen, Jingyu Sun, Steven McDonagh, Sotirios A. Tsaftaris

机构 * School of Engineering University of Edinburgh(工程学院 苏格兰爱丁堡大学)

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2505.14116 2025-05-21 cs.CL

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst

Hongru Wang, Deng Cai, Wanjun Zhong, Shijue Huang, Jeff Z. Pan, Zeming Liu, Kam-Fai Wong

机构 * The Chinese University of Hong Kong(香港中文大学) ByteDance(字节跳动) The University of Edinburgh(爱丁堡大学) Beihang University(北航) MoE Key Laboratory of High Confidence Software Technologies(高可信软件技术MoE实验室)

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2505.13788 2025-05-21 cs.CV

Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels

Yongshuo Zong, Qin Zhang, Dongsheng An, Zhihua Li, Xiang Xu, Linghan Xu, Zhuowen Tu, Yifan Xing, Onkar Dabeer

机构 * University of Edinburgh(爱丁堡大学) AWS AI Labs(AWS人工智能实验室)

Comments Accepted to CVPR'25

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2505.13028 2025-05-21 cs.CR cs.AI cs.CL

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset

Sayon Palit, Daniel Woods

机构 * School of Informatics University of Edinburgh(信息学院爱丁堡大学)

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2505.13250 2025-05-20 cs.CV

Joint Depth and Reflectivity Estimation using Single-Photon LiDAR

Hashan K. Weerasooriya, Prateek Chennuri, Weijian Zhang, Istvan Gyongy, Stanley H. Chan

机构 * School of Electrical and Computer Engineering, Purdue University(电子与计算机工程学院,普渡大学) School of Engineering, The University of Edinburgh(工程学院,爱丁堡大学)

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2505.12566 2025-05-20 cs.LG

HybridServe: Efficient Serving of Large AI Models with Confidence-Based Cascade Routing

Leyang Xue, Yao Fu, Luo Mai, Mahesh K. Marina

机构 * The University of Edinburgh(爱丁堡大学)

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2505.11904 2025-05-20 cs.LG cs.AI cs.IT math.IT

K*-Means: A Parameter-free Clustering Algorithm

Louis Mahon, Mirella Lapata

机构 * School of Informatics University of Edinburgh(信息学院爱丁堡大学)

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2505.11754 2025-05-20 cs.CL

Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation

Wenyu Huang, Pavlos Vougiouklis, Mirella Lapata, Jeff Z. Pan

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学) Huawei Edinburgh Research Centre, Poisson Lab, CSI, UK(华为爱丁堡研究中心,波isson实验室,CSI,英国)

Comments ACL 2025 main

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2505.11011 2025-05-19 econ.GN cs.AI cs.MA q-fin.EC

Humans expect rationality and cooperation from LLM opponents in strategic games

Darija Barak, Miguel Costa-Gomes

机构 * School of Economics University of Edinburgh(经济学院爱丁堡大学)

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2505.10711 2025-05-19 cs.LG cs.AI

GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical Informatics

Sebestyén Kamp, Giovanni Stracquadanio, T. Ian Simpson

机构 * School of Informatics University of Edinburgh(信息学院爱丁堡大学) School of Biological Sciences University of Edinburgh(生物科学学院爱丁堡大学)

Comments Main article 8 pages (20 in total with supplementary information included), 3 main article figures and 3 supplemental figures

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2409.15511 2025-05-15 stat.CO cs.CV cs.LG

Bayesian computation with generative diffusion models by Multilevel Monte Carlo

Abdul-Lateef Haji-Ali, Marcelo Pereyra, Luke Shaw, Konstantinos Zygalakis

机构 * School of Mathematical and Computer Sciences, Heriot-Watt University(赫瑞斯泰学院数学与计算机科学系) Departament de Matemàtiques and IMAC, Universitat Jaume I(数学系和IMAC, Jaime I大学) School of Mathematics, University of Edinburgh(爱丁堡大学数学系) Maxwell Institute for Mathematical Sciences, Edinburgh(爱丁堡数学科学研究所)

Comments 13 images

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2310.02075 2025-05-14 quant-ph cs.CC cs.LG

Learning Quantum Processes with Quantum Statistical Queries

Chirag Wadhwa, Mina Doosti

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学)

Comments 32 pages, 2 figures. Corrected proofs and improved presentation. Accepted in Quantum

Journal ref Quantum 9, 1739 (2025)

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2505.08084 2025-05-14 cs.CV

Visually Interpretable Subtask Reasoning for Visual Question Answering

Yu Cheng, Arushi Goel, Hakan Bilen

机构 * University of Edinburgh(爱丁堡大学) NVIDIA(英伟达)

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2504.17393 2025-05-08 cs.CY cs.AI cs.HC

Towards User-Centred Design of AI-Assisted Decision-Making in Law Enforcement

Vesna Nowack, Dalal Alrajeh, Carolina Gutierrez Muñoz, Katie Thomas, William Hobson, Patrick Benjamin, Catherine Hamilton-Giachritsis, Tim Grant, Juliane A. Kloess, Jessica Woodhams

机构 * Imperial College London(帝国理工学院伦敦分校) University of Bath(巴斯大学) University of Oxford(牛津大学) Aston University(阿斯顿大学) University of Edinburgh(爱丁堡大学) University of Birmingham(伯明翰大学)

Comments 10 pages

Journal ref 29th International Conference on Evaluation and Assessment in Software Engineering (EASE 2025), June 17-20, 2025, Istanbul, Turkey

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2505.00622 2025-05-02 cs.RO cs.AI cs.SY eess.SY

Neural Network Verification for Gliding Drone Control: A Case Study

Colin Kessler, Ekaterina Komendantskaya, Marco Casadio, Ignazio Maria Viola, Thomas Flinkow, Albaraa Ammar Othman, Alistair Malhotra, Robbie McPherson

机构 * Heriot-Watt University and Edinburgh Centre for Robotics(赫瑞-沃里克大学和爱丁堡机器人中心) School of Engineering, University of Edinburgh(爱丁堡大学工程学院) Maynooth University(迈诺特大学)

Comments 18 page pre print, submitted to SAIV 2025 (conference)

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2409.17899 2025-05-01 eess.AS cs.AI cs.CL cs.MM cs.SD

Exploring Acoustic Similarity in Emotional Speech and Music via Self-Supervised Representations

Yujia Sun, Zeyu Zhao, Korin Richmond, Yuanchao Li

机构 * University of Edinburgh, UK(爱丁堡大学)

Comments Accepted to ICASSP 2025

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2409.16937 2025-05-01 eess.AS cs.AI cs.CL cs.MM cs.SD

Semi-Supervised Cognitive State Classification from Speech with Multi-View Pseudo-Labeling

Yuanchao Li, Zixing Zhang, Jing Han, Peter Bell, Catherine Lai

机构 * University of Edinburgh(爱丁堡大学) Hunan University(湖南大学) University of Cambridge(剑桥大学)

Comments Accepted to ICASSP 2025

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2409.16920 2025-05-01 eess.AS cs.AI cs.CL cs.HC cs.SD

Cross-Lingual Speech Emotion Recognition: Humans vs. Self-Supervised Models

Zhichen Han, Tianqi Geng, Hui Feng, Jiahong Yuan, Korin Richmond, Yuanchao Li

机构 * University of Edinburgh, UK(爱丁堡大学) Tianjin University, China(天津大学) University of Science and Technology of China, China(中国科学技术大学)

Comments Accepted to ICASSP 2025

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2409.15545 2025-05-01 eess.AS cs.CL cs.MM cs.SD

Addressing Emotion Bias in Music Emotion Recognition and Generation with Frechet Audio Distance

Yuanchao Li, Azalea Gui, Dimitra Emmanouilidou, Hannes Gamper

机构 * University of Edinburgh, UK(爱丁堡大学) University of Toronto, Canada(多伦多大学) Microsoft Research, US(微软研究院)

Comments Accepted to ICME 2025

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2504.20699 2025-04-30 cs.CL cs.AI

Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation?

Evangelia Gogoulou, Shorouq Zahra, Liane Guillou, Luise Dürlich, Joakim Nivre

机构 * RISE Research Institutes of Sweden, Department of Computer Science(瑞典RISE研究机构,计算机科学系) Uppsala University, Department of Linguistics and Philology(乌普萨拉大学,语言学与哲学系) KTH Royal Institute of Technology, Division of Software and Computer Systems(皇家理工学院,软件与计算机系统系) University of Edinburgh, School of Informatics(爱丁堡大学,信息学院)

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2504.02911 2025-04-29 cs.CL cs.AI

Noiser: Bounded Input Perturbations for Attributing Large Language Models

Mohammad Reza Ghasemi Madani, Aryo Pradipta Gema, Gabriele Sarti, Yu Zhao, Pasquale Minervini, Andrea Passerini

机构 * University of Trento(特伦托大学) University of Edinburgh(爱丁堡大学) CLCG, University of Groningen(格罗宁根大学CLCG中心)

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2504.19390 2025-04-29 cs.CV

HumMorph: Generalized Dynamic Human Neural Fields from Few Views

Jakub Zadrożny, Hakan Bilen

机构 * University of Edinburgh(爱丁堡大学)

Comments Project page: https://jakubzadrozny.github.io/hummorph

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2504.19189 2025-04-29 cs.GR cs.CV

Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation

Lei Zhong, Chuan Guo, Yiming Xie, Jiawei Wang, Changjian Li

机构 * University of Edinburgh(爱丁堡大学) Snap Inc.(Snap公司) Northeastern University(东北大学)

Comments Project page: https://zhongleilz.github.io/Sketch2Anim/

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2405.12085 2025-04-29 quant-ph cs.CC cs.CR cs.LG

Noise-tolerant learnability of shallow quantum circuits from statistics and the cost of quantum pseudorandomness

Chirag Wadhwa, Mina Doosti

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学)

Comments 20+7 pages, 1 figure, 1 table. v3: Improved presentation

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2312.15101 2025-04-29 cs.SE cs.AI cs.CV cs.LG

FetaFix: Automatic Fault Localization and Repair of Deep Learning Model Conversions

Nikolaos Louloudakis, Perry Gibson, José Cano, Ajitha Rajan

机构 * University of Edinburgh(爱丁堡大学) University of Glasgow(格拉斯哥大学)

Comments 12 pages, 4 figures, 3 tables, 1 algorithm

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2405.02134 2025-04-28 cs.CL

Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection

Guillem Ramírez, Alexandra Birch, Ivan Titov

机构 * University of Edinburgh(爱丁堡大学)

Journal ref First Conference on Language Modeling. COLM 2024. Philadelphia, Pennsylvania, United States

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2310.13561 2025-04-28 cs.CL cs.LG

Cache & Distil: Optimising API Calls to Large Language Models

Guillem Ramírez, Matthias Lindemann, Alexandra Birch, Ivan Titov

机构 * ILCC, University of Edinburgh(ILCC、爱丁堡大学) ILLC, University of Amsterdam(ILLC、阿姆斯特丹大学)

Journal ref Findings of the Association for Computational Linguistics: ACL 2024

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2504.16138 2025-04-24 cs.CY cs.AI

Trends in Frontier AI Model Count: A Forecast to 2028

Iyngkarran Kumar, Sam Manning

机构 * University of Edinburgh(爱丁堡大学) Centre for the Governance of AI(人工智能治理中心)

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2504.16092 2025-04-24 cs.CY cs.CL cs.HC

Cooperative Speech, Semantic Competence, and AI

Mahrad Almotahari

机构 * University of Edinburgh School of Philosophy, Psychology and Language Sciences(爱丁堡大学哲学、心理学与语言科学学院)

Comments 25 pages

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2504.15521 2025-04-23 cs.CL

The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks

Minghao Wu, Weixuan Wang, Sinuo Liu, Huifeng Yin, Xintong Wang, Yu Zhao, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang

机构 * Alibaba International Digital Commerce(阿里巴巴国际数字商业集团) Monash University(墨尔本大学) The University of Edinburgh(爱丁堡大学) Tsinghua University(清华大学) Universität Hamburg(汉堡大学)

Comments work in progress; 22 pages, 8 figures, 3 tables;

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