Department of Computer Science

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  • 2023

    Towards Model-Agnostic Federated Learning over Networks

    Jung, A., Abdurakhmanova, S., Kuznetsova, O. & Sarcheshmehpour, Y., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Association For Signal and Image Processing, p. 1614-1618 5 p. (European Signal Processing Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)

  • Towards Practice-oriented Framework for Digital Inequality in Smart Cities

    Ylipulli, J. & Hämäläinen, J., 29 May 2023, Proceedings of the 11th International Conference on Communities and Technologies - Humanization of Digital Technologies 2023, C and T 2023. ACM, p. 180-190 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    7 Citations (Scopus)
    119 Downloads (Pure)

  • Training Language Models for Programming Feedback Using Automated Repair Tools

    Koutcheme, C., 2023, Artificial Intelligence in Education: 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Matsuda, N., Santos, O. C. & Dimitrova, V. (eds.). Springer, p. 830–835 (Lecture Notes in Computer Science; vol. 13916).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    5 Citations (Scopus)
    61 Downloads (Pure)

  • Transversal Injection: Using the Surface Code to Prepare Non-Pauli Eigenstates

    Gavriel, J., Herr, D., Shaw, A., Bremner, M. J., Paler, A. & Devitt, S. J., 22 Sept 2023, 2023 IEEE International Conference on Quantum Computing and Engineering (QCE). Muller, H., Alexev, Y., Delgado, A. & Byrd, G. (eds.). IEEE, p. 910-915 6 p. 10313773

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • UEyes: Understanding Visual Saliency across User Interface Types

    Jiang, Y., Leiva, L. A., R. B. Houssel, P., Rezazadegan Tavakoli, H., Kylmälä, J. & Oulasvirta, A., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. ACM, 285

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    24 Citations (Scopus)
    87 Downloads (Pure)

  • Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging

    Talman, A., Celikkanat, H., Virpioja, S., Heinonen, M. & Tiedemann, J., 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics. University of Tartu Library, p. 358-365

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    24 Downloads (Pure)

  • Understanding initial API comprehension

    Heinonen, A. & Fagerholm, F., 2023, Proceedings - 2023 IEEE/ACM 31st International Conference on Program Comprehension, ICPC 2023. IEEE, p. 43-53 11 p. (Proceedings : IEEE international conference on program comprehension).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    33 Downloads (Pure)

  • Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

    Malhi, A., Apopei, V. & Främling, K., 2023, Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings. Longo, L. (ed.). Springer, p. 606-617 12 p. (Communications in Computer and Information Science; vol. 1901 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (Scopus)

  • Universally Composable Auditable Surveillance

    Fetzer, V., Klooß, M., Müller-Quade, J., Raiber, M. & Rupp, A., 2023, Advances in Cryptology – ASIACRYPT 2023 - 29th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings. Guo, J. & Steinfeld, R. (eds.). Springer, p. 453-487 35 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14439 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Using Large Language Models to Enhance Programming Error Messages

    Leinonen, J., Hellas, A., Sarsa, S., Reeves, B., Denny, P., Prather, J. & Becker, B. A., 2 Mar 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. ACM, p. 563–569 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    153 Citations (Scopus)
    140 Downloads (Pure)

  • Vaimennusmateriaalin sijoittelulla on väliä

    Lokki, T., Nov 2023, Akustiikkapäivät 2023: Artikkelit. Akustinen Seura ry, p. 123-128 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

    Open Access

  • Vessel Bearing Estimation Using Visible and Thermal Imaging

    Gorad, A., Hassan, S. S. & Särkkä, S., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). Springer, p. 373-381 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13886 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    102 Downloads (Pure)

  • Visualizing and Analyzing Networks of Named Entities in Biographical Dictionaries for Digital Humanities Research

    Tamper, M., Leskinen, P. & Hyvönen, E., 2023, Computational Linguistics and Intelligent Text Processing - 20th International Conference, CICLing 2019, Revised Selected Papers. Gelbukh, A. (ed.). Springer, p. 199-214 16 p. (Lecture Notes in Computer Science; vol. 13451).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    44 Downloads (Pure)

  • Weak Supervision and Clustering-Based Sample Selection for Clinical Named Entity Recognition

    Sun, W., Ji, S., Denti, T., Moen, H., Kerro, O., Rannikko, A., Marttinen, P. & Koskinen, M., 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Proceedings. De Francisci Morales, G., Bonchi, F., Perlich, C., Ruchansky, N., Kourtellis, N. & Baralis, E. (eds.). Springer, p. 444-459 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14174 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    36 Downloads (Pure)

  • What are "personal data spaces"?

    Lähteenoja, V., 30 Apr 2023, ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023. ACM, p. 1458-1461 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    31 Downloads (Pure)

  • When Browsing Gets Cluttered: Exploring and Modeling Interactions of Browsing Clutter, Browsing Habits, and Coping

    Ma, R., Lassila, H., Nurgalieva, L. & Lindqvist, J., Apr 2023, CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. ACM, 20 p. 861

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    4 Citations (Scopus)
    122 Downloads (Pure)

  • Will Dynamic Foveation Boost Cloud VR Gaming Experience?

    Fang, J. W., Lee, K. Y., Kämäräinen, T., Siekkinen, M. & Hsu, C. H., 7 Jun 2023, NOSSDAV 2023 - Proceedings of the 2023 33rd Workshop on Network and Operating System Support for Digital Audio and Video. ACM, p. 29-35 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    97 Downloads (Pure)

  • Zero-Shot Assistance in Sequential Decision Problems

    De Peuter, S. & Kaski, S., 27 Jun 2023, AAAI-23 Technical Tracks 10 . Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 11551-11559 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
  • 2022

    AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER

    Pietiläinen, A. & Ji, S., 2022, SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop. Emerson, G., Schluter, N., Stanovsky, G., Kumar, R., Palmer, A., Schneider, N., Singh, S. & Ratan, S. (eds.). Association for Computational Linguistics, p. 1477-1482 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    35 Downloads (Pure)

  • A Comparison of Immediate and Scheduled Feedback in Introductory Programming Projects

    Leinonen, J., Denny, P. & Whalley, J., 22 Feb 2022, SIGCSE 2022: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1. ACM, Vol. 1. p. 885-891 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    28 Citations (Scopus)
    100 Downloads (Pure)

  • Adaptive behavior cloning regularization for stable offline-to-online reinforcement learning

    Zhao, Y., Boney, R., Ilin, A., Kannala, J. & Pajarinen, J., 2022, Proceedings of the European Symposium on Artificial Neural Networks, 2022. European Symposium on Artificial Neural Networks (ESANN), 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • A Deep Learning Approach to Solving Morphological Analogies

    Marquer, E., Alsaidi, S., Decker, A., Murena, P. A. & Couceiro, M., 2022, Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Proceedings. Keane, M. T. & Wiratunga, N. (eds.). Springer, p. 159-174 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13405 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    6 Citations (Scopus)

  • Adorned in Memes: Exploring the Adoption of Social Wearables in Nordic Student Culture

    Epp, F. A., Kantosalo, A., Jain, N., Lucero, A. & Mekler, E., 30 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, p. 1-18 18 p. 364

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    6 Citations (Scopus)
    137 Downloads (Pure)

  • A Hardware Perspective to Evaluating Probabilistic Circuits

    Leslin, J., Hyttinen, A., Periasamy, K., Yao, L., Trapp, M. & Andraud, M., 2022, Proceedings of Machine Learning Research. JMLR, p. 349-360 12 p. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Air Handling Unit Explainability using Contextual Importance and Utility

    Malhi, A., Madhikermi, M., Huotari, M. & Främling, K., 2022, Mobile and Ubiquitous Systems: Computing, Networking and Services: 18th EAI International Conference, MobiQuitous 2021, Virtual Event, November 8-11, 2021, Proceedings. Hara, T. & Yamaguchi, H. (eds.). 1 ed. Springer, p. 513-519 7 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 419).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (Scopus)

  • AKMA for Secure Multi-access Edge Computing Mobility in 5G

    Akman, G., Ginzboorg, P. & Niemi, V., 2022, Computational Science and Its Applications- ICCSA 2022 Workshops, Proceedings. Gervasi, O., Murgante, B., Misra, S., Rocha, A. M. A. C. & Garau, C. (eds.). Springer, p. 432-449 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13380 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • A Look at Improving Robustness in Visual-inertial SLAM by Moment Matching

    Solin, A., Li, R. & Pilzer, A., 2022, Proceedings of the 25th International Conference on Information Fusion, FUSION 2022. International Society of Information Fusion

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    68 Downloads (Pure)

  • Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans

    Dietrichstein, M., Major, D., Trapp, M., Wimmer, M., Lenis, D., Winter, P., Berg, A., Neubauer, T. & Bühler, K., 2022, Deep Generative Models - 2nd MICCAI Workshop, DGM4MICCAI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Zhu, D. & Yuan, Y. (eds.). Springer, p. 77-86 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13609 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    100 Downloads (Pure)

  • Approximate Bayesian Computation with Domain Expert in the Loop

    Bharti, A., Filstroff, L. & Kaski, S., 2022, Proceedings of the 39th International Conference on Machine Learning. JMLR, p. 1893-1905 (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    44 Downloads (Pure)

  • Approximating k-Edge-Connected Spanning Subgraphs via a Near-Linear Time LP Solver

    Chalermsook, P., Huang, C. C., Nanongkai, D., Saranurak, T., Sukprasert, P. & Yingchareonthawornchai, S., 1 Jul 2022, 49th EATCS International Conference on Automata, Languages, and Programming, ICALP 2022. Bojanczyk, M., Merelli, E. & Woodruff, D. P. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 1-20 20 p. 37. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 229).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    33 Downloads (Pure)

  • Are GANs overkill for NLP?

    Alvarez-Melis, D., Garg, V. & Kalai, A. T., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 13 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • A Study of Worked Examples for SQL Programming

    Akhuseyinoglu, K., Hardt, R., Barria-Pineda, J., Brusilovsky, P., Pollari-Malmi, K., Sirkiä, T. & Malmi, L., 7 Jul 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 82-88 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    121 Downloads (Pure)

  • AUIT - the Adaptive User Interfaces Toolkit for Designing XR Applications

    Evangelista Belo, J. M., Lystbæk, M. N., Feit, A. M., Pfeuffer, K., Kán, P., Oulasvirta, A. & Grønbæk, K., 29 Oct 2022, UIST 2022 - Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, 16 p. 48. (UIST 2022 - Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    44 Citations (Scopus)
    153 Downloads (Pure)

  • Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models

    Sarsa, S., Denny, P., Hellas, A. & Leinonen, J., 3 Aug 2022, ICER 2022 - Proceedings of the 2022 ACM Conference on International Computing Education Research. ACM, p. 27-43 17 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    325 Citations (Scopus)
    1188 Downloads (Pure)

  • A Variational Autoencoder for Heterogeneous Temporal and Longitudinal Data

    Öǧretir, M., Ramchandran, S., Papatheodorou, D. & Lähdesmäki, H., 2022, Proceedings - 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022. Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K.-Y. (eds.). IEEE, p. 1522-1529 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    107 Downloads (Pure)

  • Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs

    Çelikok, M. M., Oliehoek, F. A. & Kaski, S., 2022, International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 235-243 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    4 Citations (Scopus)

  • BookSampo Fiction Literature Knowledge Graph Revisited: Building a Faceted Search Interface with Seamlessly Integrated Data-Analytic Tools

    Hyvönen, E., Ahola, A. & Ikkala, E., 15 Sept 2022, Linking Theory and Practice of Digital Libraries - 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Proceedings: 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. Silvello, G., Corcho, O., Manghi, P., Di Nunzio, G. M., Golub, K., Ferro, N. & Poggi, A. (eds.). Springer, p. 506–511 6 p. (Lecture Notes in Computer Science; vol. 13541).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    102 Downloads (Pure)

  • Breathing Life Into Biomechanical User Models

    Ikkala, A., Fischer, F., Klar, M., Bachinski, M., Fleig, A., Howes, A., Hämäläinen, P., Müller, J., Murray-Smith, R. & Oulasvirta, A., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, p. 1-14 14 p. 90

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    19 Citations (Scopus)
    101 Downloads (Pure)

  • Bridging Static Site Generation with the Dynamic Web

    Vepsäläinen, J. & Vuorimaa, P., 2022, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Di Noia, T., Ko, I.-Y., Schedl, M. & Ardito, C. (eds.). Springer, p. 437-442 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13362 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    176 Downloads (Pure)

  • Brief Announcement: Temporal Locality in Online Algorithms

    Pacut, M., Parham, M., Rybicki, J., Schmid, S., Suomela, J. & Tereshchenko, A., 1 Oct 2022, 36th International Symposium on Distributed Computing, DISC 2022. Scheideler, C. (ed.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 3 p. 52. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 246).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

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    35 Downloads (Pure)

  • Bringing State-Separating Proofs to EasyCrypt A Security Proof for Cryptobox

    Dupressoir, F., Kohbrok, K. & Oechsner, S., 2022, Proceedings - 2022 IEEE 35th Computer Security Foundations Symposium, CSF 2022. IEEE, p. 227-242 16 p. (Proceedings : IEEE Computer Security Foundations Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    2 Citations (Scopus)

  • CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification

    Kharbanda, S., Banerjee, A., Schultheis, E. & Babbar, R., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 14 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    20 Citations (Scopus)

  • Chatbots Facilitating Consensus-Building in Asynchronous Co-Design

    Shin, J., Hedderich, M., Lucero, A. & Oulasvirta, A., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. Agrawala, M., Wobbrock, J. O., Adar, E. & Setlur, V. (eds.). New York: ACM, p. 1-13 13 p. 78

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    30 Citations (Scopus)
    195 Downloads (Pure)

  • Class-Agnostic Object Detection with Multi-modal Transformer

    Maaz, M., Rasheed, H., Khan, S., Khan, F. S., Anwer, R. M. & Yang, M. H., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 512-531 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13670 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    53 Citations (Scopus)

  • CLIP4IDC: CLIP for Image Difference Captioning

    Guo, Z., Wang, T.-J. J. & Laaksonen, J., Nov 2022, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP). Association for Computational Linguistics, Vol. 2. p. 33-42

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    50 Downloads (Pure)

  • Clustering Nursing Sentences-Comparing Three Sentence Embedding Methods

    Moen, H., Suhonen, H., Salanterä, S., Salakoski, T. & Peltonen, L. M., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J.-D., Liebe, J.-D., Liebe, J.-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press, p. 854-858 5 p. (Studies in Health Technology and Informatics; vol. 294).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    80 Downloads (Pure)

  • Clustering with Fair-Center Representation: Parameterized Approximation Algorithms and Heuristics

    Thejaswi, S., Gadekar, A., Ordozgoiti, B. & Osadnik, M., 14 Aug 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, p. 1749-1759 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    7 Citations (Scopus)

  • Co-creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection

    Uusitalo, S., Kantosalo, A., Salovaara, A., Takala, T. & Guckelsberger, C., 15 Apr 2022, Artificial Intelligence in Music, Sound, Art and Design - 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Proceedings: 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings. Martins, T., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). Springer, p. 292-307 (Lecture Notes in Computer Science; vol. 13221).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    7 Citations (Scopus)
    177 Downloads (Pure)

  • Codeprocess charts: Visualizing the process of writing code

    Shrestha, R., Leinonen, J., Hellas, A., Ihantola, P. & Edwards, J., 14 Feb 2022, ACE 2022 - Proceedings of the 24th Australasian Computing Education Conference, Held in conjunction with Australasian Computer Science Week. ACM, p. 46-55 10 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    12 Citations (Scopus)

  • Compositional Generalization in Grounded Language Learning via Induced Model Sparsity

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    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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