Computer Science - Visual Computing (VisualComputing) - Research area

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  • 2025

    All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages

    Vayani, A., Dissanayake, D., Watawana, H., Ahsan, N., Sasikumar, N., Thawakar, O., Ademtew, H. B., Hmaiti, Y., Kumar, A., Kuckreja, K., Maslych, M., Ghallabi, W. A., Qin, C., Shaker, A. M., Zhang, M., Ihsani, M. K., Esplana, A., Gokani, M., Mirkin, S. & Singh, H. & 47 others, Srivastava, A., Hamerlik, E., Izzati, F. A., Maani, F. A., Cavada, S., Chim, J., Gupta, R., Manjunath, S., Zhumakhanova, K., Rabevohitra, F. H., Amirudin, A., Ridzuan, M., Kareem, D., More, K., Li, K., Shakya, P., Saad, M., Ghasemaghaei, A., Djanibekov, A., Azizov, D., Jankovic, B., Bhatia, N., Obando-Ceron, J., Otieno, O., Farestam, F., Rabbani, M., Baliah, S., Sanjeev, S., Shtanchaev, A., Fatima, M., Nguyen, T., Kareem, A., Aremu, T., Xavier, N., Bhatkal, A., Toyin, H., Chadha, A., Cholakkal, H., Anwer, R. M., Felsberg, M., Laaksonen, J., Solorio, T., Choudhury, M., Laptev, I., Shah, M., Khan, S. & Khan, F., 10 Jun 2025, (Accepted/In press) The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025. United States: IEEE, 25 p.

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

    Open Access

  • Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

    Kynkäänniemi, T., Aittala, M., Karras, T., Laine, S., Aila, T. & Lehtinen, J., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zheng, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).

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

    Open Access

  • Beyond Satisfaction: Game Feel Design for Emotionally Impactful Experiences

    Bhatnagar, P., Laattala, M., Dutta, S., Cole, T. & Hämäläinen, P., 9 May 2025, FDG '25: Proceedings of the 20th International Conference on the Foundations of Digital Games. ACM, p. 1-17 17 p. 18

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

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  • Differentiable Product Quantization for Memory Efficient Camera Relocalization

    Laskar, Z., Melekhov, I., Benbihi, A., Wang, S. & Kannala, J., 2025, Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXXV. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 470-489 (Lecture Notes in Computer Science; vol. 15143).

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

    Open Access

  • DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing

    Turkulainen, M., Ren, X., Melekhov, I., Seiskari, O., Rahtu, E. & Kannala, J., 2025, (Accepted/In press) Winter Conference on Applications of Computer Vision: WACV 2025.

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

    Open Access

  • "Don’t You Dare Go Hollow": How Dark Souls Helps Players Cope with Depression, a Thematic Analysis of Reddit Discussions

    Väkevä, J., Hämäläinen, P. & Lindqvist, J., 25 Apr 2025, CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, April 26–May 01, 2025, Yokohama, Japan. ACM, p. 1-20 20 p. 458

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

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  • Guiding a Diffusion Model with a Bad Version of Itself

    Karras, T., Aittala, M., Kynkäänniemi, T., Lehtinen, J., Aila, T. & Laine, S., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc.

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

    Open Access
  • 2024

    A Common-Slopes Late Reverberation Model Based on Acoustic Radiance Transfer

    Scerbo, M., Schlecht, S., Ali, R., Savioja, L. & De Sena, E., 3 Sept 2024, Proceedings of the 27th International Conference on Digital Audio Effects (DAFx24). De Sena, E. & Mannall, J. (eds.). Guildford, UK: University of Surrey, Vol. 27. p. 270-277 88. (Proceedings of the International Conference on Digital Audio Effects).

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

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  • A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery

    Chudasama, Y., Muhammad, U., Mayra, V., Guiotte, F. & Laaksonen, J., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. IEEE, p. 1226-1230 5 p. (IEEE International Geoscience and Remote Sensing Symposium proceedings).

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

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  • Analyzing and Improving the Training Dynamics of Diffusion Models

    Karras, T., Aittala, M., Lehtinen, J., Hellsten, J., Aila, T. & Laine, S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 24174-24184 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    21 Citations (Scopus)

  • Assessing Diffraction Perception Under Reverberant Conditions in Virtual Reality

    Mannall, J., Calamia, P., Savioja, L., Neidhardt, A., Mason, R. & De Sena, E., 2024, AES International Conference on Audio for Virtual and Augmented Reality 2024. Audio Engineering Society, 11 p.

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

  • AV-PEA : Parameter-Efficient Adapter for Audio-Visual Multimodal Learning

    Radman, A. & Laaksonen, J., 2024, Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2: VISAPP. SciTePress, p. 730-737 8 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

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

    Open Access

  • Comic-making to Study Game-making: Using Comics in Qualitative Longitudinal Research on Game Development

    Park, S., Hämäläinen, P. & Kultima, A., 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, p. 1–11 520

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

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  • Continuous Monte Carlo Graph Search

    Kujanpää, K., Kannala, J., Babadi, A., Ilin, A., Zhao, Y. & Pajarinen, J., 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. ACM, p. 1047-1056 10 p.

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

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  • Dense Road Surface Grip Map Prediction from Multimodal Image Data

    Maanpää, J., Pesonen, J., Hyyti, H., Melekhov, I., Kannala, J., Manninen, P., Kukko, A. & Hyyppä, J., 3 Dec 2024, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer, p. 387–404 (Lecture Notes in Computer Science; vol. 15317).

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

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  • DGC-GNN : Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching

    Wang, S., Kannala, J. & Barath, D., 16 Sept 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 20881-20891 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    2 Citations (Scopus)

  • Diffusion-Based Multimodal Video Captioning

    Kainulainen, J., Guo, Z. & Laaksonen, J., 7 Dec 2024, Computer Vision – ACCV 2024 : 17th Asian Conference on Computer Vision, Hanoi, Vietnam, December 8–12, 2024, Proceedings, Part III. Springer, p. 148-165 (Lecture Notes in Computer Science; vol. 15474).

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

  • Duet: VR Pair Dancing with Partner Movement Manipulation

    Laattala, M. & Hämäläinen, P., 14 Oct 2024, CHI-PLAY Companion 2024 - Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. ACM, p. 306-311 6 p.

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

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  • Efficient NeRF Optimization - Not All Samples Remain Equally Hard

    Korhonen, J., Rangu, G., Tavakoli, H. R. & Kannala, J., 25 Oct 2024, (E-pub ahead of print) Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXXVI. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 198-213 (Lecture Notes in Computer Science; vol. 15094).

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

    Open Access

  • Gaussian Splatting on the Move: Blur and Rolling Shutter Compensation for Natural Camera Motion

    Seiskari, O., Ylilammi, J., Kaatrasalo, V., Rantalankila, P., Turkulainen, M., Kannala, J., Rahtu, E. & Solin, A., 1 Nov 2024, Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXI. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 160-177 (Lecture Notes in Computer Science; vol. 15129).

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

    Open Access
    2 Citations (Scopus)

  • Grand Challenges in SportsHCI

    Elvitigala, D. S., Karahanoğlu, A., Matviienko, A., Turmo Vidal, L., Postma, D., Jones, M., Montoya, M. F., Harrison, D., Elbæk, L., Daiber, F., Burr, L. A., Patibanda, R., Buono, P., Hämäläinen, P., van Delden, R., Bernhaupt, R., Ren, X., van Rheden, V., Zambetta, F. & van den Hoven, E. & 3 others, Lallemand, C., Reidsma, D. & Mueller, F., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. ACM, 312

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

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    15 Citations (Scopus)
    13 Downloads (Pure)

  • Medical Image Segmentation with SAM-generated Annotations

    Häkkinen, I., Melekhov, I., Englesson, E., Azizpour, H. & Kannala, J., 2024, (Accepted/In press) European Conference on Computer Vision (ECCVW) Workshops 2024.

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

    Open Access

  • Mesh Surface And Morphological Hierarchies For Individual Tree Detection And Segmentation From LiDAR Data

    Guiotte, F., Kostensalo, J. & Laaksonen, J., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. IEEE, p. 8650-8654 5 p. ( IEEE International Geoscience and Remote Sensing Symposium proceedings ).

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

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  • MuSHRoom : Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis

    Ren, X., Wang, W., Cai, D., Tuominen, T., Kannala, J. & Rahtu, E., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. IEEE, p. 4496-4505 10 p. (IEEE Winter Conference on Applications of Computer Vision).

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

    Open Access
    4 Citations (Scopus)

  • SIM2VR: Towards Automated Biomechanical Testing in VR

    Fischer, F., Ikkala, A., Klar, M., Fleig, A., Bachinski, M., Murray-Smith, R., Hämäläinen, P., Oulasvirta, A. & Müller, J., 13 Oct 2024, UIST 2024 - Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology. Yao, L., Goel, M., Ion, A. & Lopes, P. (eds.). ACM, p. 1-15 79

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

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  • Size-Modulated Deformable Attention in Spatio-Temporal Video Grounding Pipelines

    Tiwari, H., Pehlivan Tort, S. & Laaksonen, J., 3 Dec 2024, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer, p. 308-324 (Lecture Notes in Computer Science; vol. 15318).

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

  • Sources of Uncertainty in 3D Scene Reconstruction

    Klasson, M., Mereu, R., Kannala, J. & Solin, A., 2024, (Accepted/In press) Computer Vision - ECCV 2024 Workshops. Springer

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

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  • SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation

    Dong, H., Gu, W., Zhang, X., Xu, J., Ai, R., Lu, H., Kannala, J. & Chen, X., 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. IEEE, p. 9056-9062 7 p.

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

    Open Access
    5 Citations (Scopus)

  • Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer

    Arora, P., Pehlivan, S. & Laaksonen, J., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European language resources distribution agency, p. 15823-15834 12 p. (LREC proceedings)(International conference on computational linguistics).

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

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  • Towards Understanding Waiting in Video Games

    Tepponen, N., Bhatnagar, P. & Hämäläinen, P., 14 Oct 2024, CHI-PLAY Companion 2024 - Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. ACM, p. 263-268

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

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  • Understanding the Design of Emotionally Impactful Game Feel

    Bhatnagar, P., Laattala, M., Dutta, S. & Hämäläinen, P., 14 Oct 2024, CHI-PLAY Companion 2024 - Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. ACM, p. 24-30

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

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  • WAVE : Anticipatory Movement Visualization for VR Dancing

    Laattala, M., Piitulainen, R., Ady, N., Tamariz, M. & Hämäläinen, P., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, p. 1–9 720

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

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    3 Citations (Scopus)
    440 Downloads (Pure)

  • XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models

    Thawakar, O., Shaker, A., Mullappilly, S. S., Cholakkal, H., Anwer, R. M., Khan, S., Laaksonen, J. & Khan, F. S., 2024, BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks. Demner-Fushman, D., Ananiadou, S., Miwa, M., Roberts, K. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 440-448 9 p.

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

    Open Access
    9 Citations (Scopus)
  • 2023

    3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers

    Thawakar, O., Anwer, R. M., Laaksonen, J., Reiner, O., Shah, M. & Khan, F. S., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings of 26th International Conference. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 613-623 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14227 LNCS).

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

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    2 Citations (Scopus)
    5 Downloads (Pure)

  • A Hybrid Generator Architecture for Controllable Face Synthesis

    Mensah, D., Kim, N. H., Aittala, M., Laine, S. & Lehtinen, J., 23 Jul 2023, Proceedings - SIGGRAPH 2023 Conference Papers. Spencer, S. N. (ed.). ACM, p. 1-10 10 p. 69

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

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    5 Citations (Scopus)
    71 Downloads (Pure)

  • Anchor-Free Action Proposal Network with Uncertainty Estimation

    Pehlivan, S. & Laaksonen, J., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 1853-1858 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

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

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    1 Citation (Scopus)
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  • BS3D : Building-Scale 3D Reconstruction from RGB-D Images

    Mustaniemi, J., Kannala, J., Rahtu, E., Liu, L. & Heikkilä, J., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). Springer, p. 551-565 15 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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    2 Citations (Scopus)

  • Cross-Modulated Few-Shot Image Generation for Colorectal Tissue Classification

    Kumar, A., Bhunia, A. K., Narayan, S., Cholakkal, H., Anwer, R. M., Laaksonen, J. & Khan, F. S., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings of 26th International Conference. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 128-137 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14222 LNCS).

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

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    2 Citations (Scopus)

  • Data-driven Pixel Filter Aware MIP Maps for SVBRDFs

    Kemppinen, P., Aittala, M. & Lehtinen, J., 2023, Eurographics Symposium on Rendering. Ritschel, T. & Weidlich, A. (eds.). Eurographics Association, p. 51-61

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

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  • Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing

    Muhammad, U., Hoque, M. Z., Oussalah, M. & Laaksonen, J., 2023, 2023 Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, 6 p. ( International workshops on image processing theory, tools, and applications).

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

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    1 Citation (Scopus)

  • Discovering Fatigued Movements for Virtual Character Animation

    Cheema, N., Xu, R., Kim, N. H., Hämäläinen, P., Golyanik, V., Habermann, M., Theobalt, C. & Slusallek, P., 11 Dec 2023, Proceedings - SIGGRAPH Asia 2023 Conference Papers, SA 2023. Spencer, S. N. (ed.). ACM, p. 1-12 12 p. 47

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

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    3 Citations (Scopus)
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  • Evaluating Large Language Models in Generating Synthetic HCI Research Data: a Case Study

    Hämäläinen, P., Tavast, M. & Kunnari, A., 19 Apr 2023, Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI ’23). ACM, 19 p. 433

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

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    122 Citations (Scopus)
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  • Expansion of Visual Hints for Improved Generalization in Stereo Matching

    Pilzer, A., Hou, Y., Loppi, N., Solin, A. & Kannala, J., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. IEEE, p. 5829-5838 10 p. (IEEE Winter Conference on Applications of Computer Vision).

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

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    4 Citations (Scopus)

  • Guiding Local Feature Matching with Surface Curvature

    Wang, S., Kannala, J., Barath, D. & Pollefeys, M., 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 17981-17991 10 p. (IEEE International Conference on Computer Vision).

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

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  • Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision

    Wang, T.-J. J., Laaksonen, J., Langer, T., Arponen, H. & Bishop, T., 6 Feb 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. IEEE, p. 1073-1083 11 p. (IEEE Winter Conference on Applications of Computer Vision).

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

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    3 Citations (Scopus)
    36 Downloads (Pure)

  • MixupE: Understanding and improving Mixup from directional derivative perspective

    Zou, Y., Verma, V., Mittal, S., Tang, W. H., Pham, H., Kannala, J., Bengio, Y., Solin, A. & Kawaguchi, K., Aug 2023, Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023). JMLR, p. 2597-2607 (Proceedings of Machine Learning Research ; vol. 216).

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

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  • Person Image Synthesis via Denoising Diffusion Model

    Kumar Bhunia, A., Khan, S., Cholakkal, H., Anwer, R. M., Laaksonen, J., Shah, M. & Khan, F. S., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 5968-5976 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

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

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    95 Citations (Scopus)

  • PiTL: Cross-modal Retrieval with Weakly-supervised Vision-language Pre-training via Prompting

    Guo, Z., Wang, T. J. J., Pehlivan, S., Radman, A. & Laaksonen, J., 19 Jul 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, p. 2261-2265 5 p.

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

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    2 Citations (Scopus)
    61 Downloads (Pure)

  • Simplified Temporal Consistency Reinforcement Learning

    Zhao, Y., Zhao, W., Boney, R., Kannala, J. & Pajarinen, J., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 42227-42246 20 p. (Proceedings of Machine Learning Research; vol. 202).

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

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    1 Citation (Scopus)
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  • Solving Audio Inverse Problems with a Diffusion Model

    Moliner Juanpere, E., Lehtinen, J. & Välimäki, V., 10 Jun 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 1-5 5 p. 10095637. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

    Open Access
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    26 Citations (Scopus)
    114 Downloads (Pure)