Prof. Dr. SİNAN KALKAN

1. Urban-Scale Prediction of Heat Pump Energy Demand with Low Temporal Resolution Data

Gürsoy F. E., Canlı İ., Demir A. Y., KALKAN S., TAYLAN O., GÜRSEL DİNO İ.

The REHVA HVAC World Congress (CLIMA 2025), Milan, İtalya, 04 Haziran 2025, (Tam Metin Bildiri)

2. Bucketed Ranking-Based Losses for Efficient Training of Object Detectors

Yavuz F., Cam B. C., Doğan A. H., Oksuz K., Akbaş E., Kalkan S.

18th European Conference on Computer Vision (ECCV), Milan, İtalya, 29 Eylül - 04 Ekim 2024, cilt.15117, ss.93-109, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

3. Machine Learning Fairness for Depression Detection Using EEG Data

Kwok A. M. H., Cheong J., KALKAN S., Gunes H.

22nd IEEE International Symposium on Biomedical Imaging, ISBI 2025, Texas, Amerika Birleşik Devletleri, 14 - 17 Nisan 2025, (Tam Metin Bildiri)

4. XoFTR: Cross-modal Feature Matching Transformer

Tuzcuoğlu Ö., Köksal A., Sofu B., Kalkan S., Alatan A. A.

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Washington, Amerika Birleşik Devletleri, 17 - 21 Haziran 2024, ss.4275-4286, (Tam Metin Bildiri)

5. U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection

Cheong J., Bangar A., KALKAN S., Gunes H.

4th Machine Learning for Health symposium-ML4H, Vancouver, Kanada, 15 - 16 Aralık 2024, cilt.259, ss.203-218, (Tam Metin Bildiri)

6. RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses

Çetinkaya B., Kalkan S., Akbaş E.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Washington, Amerika Birleşik Devletleri, 16 - 22 Haziran 2024, ss.3239-3249, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

7. Transfer Learning-Based Prediction of Heating Energy Consumption Using Urban Building Energy Models (UBEM)

Canli I., Uçar Ş., Gursoy F. E., Halacli E. G., Iseri O. K., Yavuz F., et al.

31st International Workshop on Intelligent Computing in Engineering, EG-ICE 2024, Vigo, İspanya, 3 - 05 Temmuz 2024, ss.580-589, (Tam Metin Bildiri)

8. FairReFuse: Referee-Guided Fusion for Multimodal Causal Fairness in Depression Detection

Cheong J., KALKAN S., Gunes H.

33rd International Joint Conference on Artificial Intelligence, IJCAI 2024, Jeju, Güney Kore, 3 - 09 Ağustos 2024, ss.7224-7232, (Tam Metin Bildiri)

9. BASENET: A Learning-based Mobile Manipulator Base Pose Sequence Planning for Pickup Tasks

Naik L., KALKAN S., Sorensen S. L., Kjaergaard M. B., Kruger N.

2024 International Conference on Intelligent Robots and Systems, Abu Dhabi, Birleşik Arap Emirlikleri, 14 - 18 Ekim 2024, ss.3666-3673, (Tam Metin Bildiri)

10. Towards Gender Fairness for Mental Health Prediction

Cheong J., Kuzucu S., KALKAN S., Güneş H.

32nd Int. Joint Conf. on Artificial Intelligence (IJCAI), MAKAO, 19 Ağustos 2023, (Tam Metin Bildiri)

11. Correlation Loss: Enforcing Correlation between Classification and Localization

Kahraman F., ÖKSÜZ K., KALKAN S., AKBAŞ E.

Thirty-Seventh AAAI Conference on Artificial Intelligence, Amerika Birleşik Devletleri, 7 - 14 Şubat 2023, (Tam Metin Bildiri)

12. Useful Daylight Illuminance Prediction Under Data Imbalance in an Urban Context

Canli I., KALKAN S., GÜRSEL DİNO İ.

41st Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2023, Graz, Avusturya, 20 - 22 Eylül 2023, cilt.2, ss.599-608, (Tam Metin Bildiri)

13. A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation

Halaçll E. G., Canll I., Işeri O. K., YAVUZ F., Akgül Ç., KALKAN S., et al.

10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), İstanbul, Türkiye, 15 - 16 Kasım 2023, ss.169-176, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

14. Causal Structure Learning of Bias for Fair Affect Recognition

Cheong J., Kalkan S., Gunes H.

2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023, Hawaii, Amerika Birleşik Devletleri, 3 - 07 Ocak 2023, ss.340-349, (Tam Metin Bildiri)

15. Towards Causal Replay for Knowledge Rehearsal in Continual Learning

Churamani N., Cheong J., Kalkan S., Gunes H.

1st AAAI Bridge Program on Continual Causality, Washington, Amerika Birleşik Devletleri, 7 - 08 Şubat 2023, cilt.208, ss.63-70, (Tam Metin Bildiri)

16. Towards Gender Fairness for Mental Health Prediction

Cheong J., Kuzucu S., KALKAN S., Gunes H.

32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, Macao, Çin, 19 - 25 Ağustos 2023, cilt.2023-August, ss.5932-5940, (Tam Metin Bildiri)

17. Counterfactual Fairness for Facial Expression Recognition

Cheong J., Kalkan S., Gunes H.

17th European Conference on Computer Vision, ECCV 2022, Tel-Aviv-Yafo, İsrail, 23 - 27 Ekim 2022, cilt.13805 LNCS, ss.245-261, (Tam Metin Bildiri)

18. Compiling Open Datasets to Improve Urban Building Energy Models with Occupancy and Layout Data

Duran A., Işeri O. K., Akgül Ç., Kalkan S., Gürsel Dino I.

Conference of the Association for ComputerAided Architectural Design Research in Asia (CAADRIA) 2022, Sydney, Avustralya, 12 Nisan - 14 Mayıs 2022, cilt.2, ss.669-678, (Tam Metin Bildiri)

19. An Analysis on Disentanglement in Machine Learning Makine Öǧrenmesinde Ayrişiklik Üzerine Bir Analiz

MOĞULTAY H., KALKAN S., YARMAN VURAL F. T.

30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022, (Tam Metin Bildiri)

20. AssembleRL: Learning to Assemble Furniture from Their Point Clouds

Aslan O., Bolat B., Bal B., Tumer T., Şahin E., Kalkan S.

2022 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japonya, 23 - 27 Ekim 2022, cilt.2022-October, ss.2748-2753, (Tam Metin Bildiri)

21. Segment Augmentation and Differentiable Ranking for Logo Retrieval

Yavuz F., Kalkan S.

26th International Conference on Pattern Recognition, ICPR 2022, Montreal, Kanada, 21 - 25 Ağustos 2022, cilt.2022-August, ss.1621-1627, (Tam Metin Bildiri)

22. Object Detection for Autonomous Driving: High-Dynamic Range vs. Low-Dynamic Range Images

Kocdemir I. H., Akyüz A. O., Koz A., Chalmers A., Alatan A. A., Kalkan S.

24th IEEE International Workshop on Multimedia Signal Processing, MMSP 2022, Shanghai, Çin, 26 - 28 Eylül 2022, (Tam Metin Bildiri)

23. Spatio-Temporal Analysis of Facial Actions using Lifecycle-Aware Capsule Networks

Churamani N., KALKAN S., Güneş H.

IEEE International Conference on Automatic Face and Gesture Recognition, Hindistan, 15 - 18 Aralık 2021, (Tam Metin Bildiri)

24. Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation

ÖKSÜZ K., ÇAM B. C., Kahraman F., Baltacı Z. S., KALKAN S., AKBAŞ E.

The 32nd British Machine Vision Conference, Birleşik Krallık, 22 Kasım 2021, (Tam Metin Bildiri)

25. Rank & Sort Loss for Object Detection and Instance Segmentation

ÖKSÜZ K., ÇAM B. C., AKBAŞ E., KALKAN S.

IEEE/CVF International Conference on Computer Vision (ICCV), Amerika Birleşik Devletleri, 11 Ekim 2021, ss.3009-3018, (Tam Metin Bildiri)

26. HDR IMAGE CONSTRUCTION FROM TRIFOCAL MULTIEXPOSURE IMAGES

KOZ A., Demirkılıç B., Kurt Y. B., AKYÜZ A. O., KALKAN S., ALATAN A. A., et al.

IEEE MMSP, Tampere, Finlandiya, 06 Ekim 2021, (Tam Metin Bildiri)

27. Lifelong learning and personalization in long-term human-robot interaction (LEAP-HRI)

Irfan B., Ramachandran A., Spaulding S., KALKAN S., Parisi G. I., Gunes H.

2021 ACM/IEEE International Conference on Human-Robot Interaction, HRI 2021, Virtual, Online, Amerika Birleşik Devletleri, 8 - 11 Mart 2021, ss.724-727, (Tam Metin Bildiri)

28. Transformer-Encoder Detector Module: Using Context to Improve Robustness to Adversarial Attacks on Object Detection

Alamri F., KALKAN S., Pugeault N.

25th International Conference on Pattern Recognition (ICPR), ELECTR NETWORK, 10 - 15 Ocak 2021, ss.9577-9584, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

29. Rank & Sort Loss for Object Detection and Instance Segmentation

Oksuz K., Cam B. C., AKBAŞ E., KALKAN S.

18th IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, 11 - 17 Ekim 2021, ss.2989-2998, (Tam Metin Bildiri)

30. A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection

Öksüz K., Çam B. C., Akbaş E., Kalkan S.

2020 Conference on Neural Information Processing Systems, Montreal, Kanada, 6 - 12 Aralık 2020, cilt.33, ss.15534-15545, (Tam Metin Bildiri)

31. Investigating Bias and Fairness in Facial Expression Recognition

Xu T., Jennifer W., KALKAN S., Güneş H.

ECCV2020 Workshop: ChaLearn Looking at People workshop ECCV: Fair Face Recognition and Analysis, 28 Ağustos 2020, (Tam Metin Bildiri)

32. ALET (Automated Labeling of Equipment and Tools): A Dataset, a Baseline and a Usecase for Tool Detection in the Wild

Kurnaz F. C., Hocaoğlu B., Yılmaz M. K., Sülo İ., KALKAN S.

ECCV2020 International Workshop on Assistive Computer Vision and Robotics, 28 Ağustos 2020, (Tam Metin Bildiri)

33. Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition

KALFAOĞLU M. E., KALKAN S., ALATAN A. A.

ECCV Video Turing Test (VTT) Workshop, 28 Ağustos 2020, (Tam Metin Bildiri)

34. Vision-Based Lighting State Detection and Curtain Openness Ratio Prediction

Kalfaoğlu E., Gürsel Dino I., Işeri O. K., Akın Ş., Sarı A. E., Erdoğan B., et al.

The Symposium on Simulation for Architecture and Urban Design (SimAUD), Vienna, Avusturya, 23 - 25 Mayıs 2020, (Tam Metin Bildiri)

35. Generating positive bounding boxes for balanced training of object detectors

Oksuz K., Cam B. C., Akbaş E., Kalkan S.

2020 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2020, Colorado, Amerika Birleşik Devletleri, 1 - 05 Mart 2020, ss.883-892, (Tam Metin Bildiri)

36. A ranking-based, balanced loss function unifying classification and localisation in object detection

Oksuz K., Cam B. C., AKBAŞ E., KALKAN S.

34th Conference on Neural Information Processing Systems, NeurIPS 2020, Virtual, Online, 6 - 12 Aralık 2020, cilt.2020-December, (Tam Metin Bildiri)

37. Continual Learning for Affective Robotics: Why, What and How?

Churamani N., Kalkan S., Gunes H.

29th IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN), ELECTR NETWORK, 31 Ağustos - 04 Eylül 2020, ss.425-431, (Tam Metin Bildiri)

38. Video Content Analysis-Based Detection of Occupant Presence for Building Energy Modelling

Gürsel Dino I., Kalfaoğlu E., Sarı A. E., Akın Ş., Işeri O. K., Alatan A. A., et al.

CIB W78: Conference: Advances in ICT in Design, Construction and Management in Architecture, Engineering, Construction and Operations (AECO), Newcastle-Upon-Tyne, Birleşik Krallık, 18 - 20 Eylül 2019, (Tam Metin Bildiri)

39. Automated building energy modeling for existing buildings using computer vision

Gürsel Dino I., Sarı A. E., Kalfaoğlu E., Akın Ş., Işeri O. K., Kalkan S., et al.

CIB W78: Conference: Advances in ICT in Design, Construction and Management in Architecture, Engineering, Construction and Operations (AECO), Newcastle-Upon-Tyne, Birleşik Krallık, 18 - 20 Eylül 2019, (Tam Metin Bildiri)

40. Searching for Ambiguous Objects in Videos using Relational Referring Expressions

Anayurt H., ÖZYEĞİN S. A., Çetin Ü., Aktaş U., KALKAN S.

30th British Machine Vision Conference (BMVC), 9 - 12 Eylül 2019, (Tam Metin Bildiri)

41. Learning to Generate Unambiguous Spatial Referring Expressions for Real-World Environments

Dagan F. I., KALKAN S., Leite I.

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, Çin, 4 - 08 Kasım 2019, ss.4992-4999, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

42. Learning to Increment A Contextual Model

Kalkan S., Hande Ç., Doğan F. I., Bozcan İ.

Continual Learning Workshop at Neural Information Processing Systems, Montreal, Kanada, 6 - 07 Aralık 2018, ss.1-4, (Tam Metin Bildiri)

43. CINet: A Learning Based Approach to Incremental Context Modeling in Robots

Doğan F. I., Bozcan I., Çelik M., Kalkan S.

International Conference on Intelligent Robots (IROS 2018), Madrid, İspanya, 1 - 05 Ekim 2018, (Tam Metin Bildiri)

44. Localization recall precision (LRP): A new performance metric for object detection

Öksüz K., Çam B. C., Akbaş E., Kalkan S.

15th European Conference on Computer Vision, ECCV 2018, Munich, Almanya, 8 - 14 Eylül 2018, ss.521-537, (Tam Metin Bildiri)

45. What is (Missing or Wrong) in the Scene? A Hybrid Deep Boltzmann Machine for Contextualized Scene Modeling

Bozcan I., Oymak Y., Alemdar İ. Z., Kalkan S.

2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, Avustralya, 21 - 25 Mayıs 2018, (Tam Metin Bildiri)

46. A Deep Incremental Boltzmann Machine for Modeling Context in Robots

Doğan F. I., Çelikkanat H., Kalkan S.

2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, Avustralya, 21 - 25 Mayıs 2018, (Tam Metin Bildiri)

47. Dynamic gaze analysis: An application enviroment for face-to-face communication

Ülkü A. A., Kalkan S., Acartürk C.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Türkiye, 16 - 17 Eylül 2017, (Tam Metin Bildiri)

48. Using deep networks for drone detection

Aker C., Kalkan S.

14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017, Lecce, İtalya, 29 Ağustos - 01 Eylül 2017, (Tam Metin Bildiri)

49. Drone-vs-Bird detection challenge at IEEE AVSS2017

Coluccia A., Ghenescu M., Piatrik T., De Cubber G., Schumann A., Sommer L., et al.

14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017, Lecce, İtalya, 29 Ağustos - 01 Eylül 2017, (Tam Metin Bildiri)

50. A gaze-centered multimodal approach to human-human social interaction

Acartürk C., Kalkan S., Aydin U. A.

3rd IEEE International Conference on Cybernetics, CYBCONF 2017, Exeter, Birleşik Krallık, 21 - 23 Haziran 2017, (Tam Metin Bildiri)

51. Analyzing deep features for trademark retrieval Marka Erişimi İcin Derin Özniteliklerin İncelenmesi

Aker C., Tursun O., Kalkan S.

25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

52. SHREC'16 track: Shape retrieval of low-cost RGB-D captures

Pascoal P. B., Proença P., Gaspar F., Dias M. S., Ferreira A., Tatsuma A., et al.

9th Eurographics Workshop on 3D Object Retrieval, 3DOR 2016, Lisbon, Portekiz, 08 Mayıs 2016, ss.69-78, (Tam Metin Bildiri)

53. Mikro İnsansız Hava Araçlarının Kademeli Sınıflandırıcılarla Algılanması ve Mesafe Tespiti

Gökçe F., Üçoluk G., Şahin E., Kalkan S.

Türkiye Robotbilim Konferansı, İstanbul, Türkiye, 26 - 27 Ekim 2015, (Tam Metin Bildiri)

54. Integrating Spatial Concepts into a Probabilistic Concept Web

Celikkanat H., Sahin E., Kalkan S.

International Conference on Advanced Robotics (ICAR), İstanbul, Türkiye, 27 - 31 Temmuz 2015, ss.259-264, (Tam Metin Bildiri)

55. METU Dataset: A Big Dataset for Benchmarking Trademark Retrieval

Tursun O., Kalkan S.

14th IAPR International Conference on Machine Vision Applications (MVA), Tokyo, Japonya, 18 - 22 Mayıs 2015, ss.514-517, (Tam Metin Bildiri)

56. An MRF Framework For Co-Solving Image Segmentation and Border Ownership

Karadag O. O., Akkus M. A., Kalkan S., Vural F. T. Y.

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.839-842, (Tam Metin Bildiri)

57. Learning and Using Context on a Humanoid Robot Using Latent Dirichlet Allocation

Celikkanat H., Orhan G., Pugeault N., Guerin F., Şahin E., Kalkan S.

4th Joint IEEE International Conferences on Development and Learning and Epigenetic Robotics (IEEE ICDL-Epirob), Genoa, İtalya, 13 - 16 Ekim 2014, ss.201-207, (Tam Metin Bildiri)

58. Using Slowness Principle for Feature Selection: Relevant Feature Analysis

Celikkanat H., KALKAN S.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1540-1543, (Tam Metin Bildiri)

59. Analysis of Widely-used Descriptors for Finger-vein Recognition

Yousefi F., Sivri E., KAYA Ö., Suloglu S., KALKAN S.

9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, Portekiz, 5 - 08 Ocak 2014, ss.564-571, (Tam Metin Bildiri)

60. Recurrent Slow Feature Analysis for Developing Object Permanence in Robots

ÇELİKKANAT H., ŞAHİN E., KALKAN S.

IROS Workshop on Neuroscience and Robotics, 03 Kasım 2013, (Tam Metin Bildiri)

61. Co-learning nouns and adjectives

Orhan G., Olgunsoylu S., Şahin E., Kalkan S.

2013 IEEE 3rd Joint International Conference on Development and Learning and Epigenetic Robotics, ICDL 2013, Osaka, Japonya, 18 - 22 Ağustos 2013, (Tam Metin Bildiri)

62. Learning Social Affordances and Using Them for Planning

Uyanık K. F., Çalışkan Y., Bozcuoğlu A. K., Yürüten O., Kalkan S., Şahin E.

Proceedings of the Annual Meeting of the Cognitive Science Society, Berlin, Almanya, 31 Temmuz - 03 Ağustos 2013, ss.3604-3609, (Tam Metin Bildiri)

63. Multimodal Stereo Vision Using Mutual Information with Adaptive Windowing

Yaman M., Kalkan S.

Int. IAPR Conference on Machine Vision and Applications, Kyoto, Japonya, 20 - 23 Mayıs 2013, cilt.1, (Tam Metin Bildiri)

64. Global Binary Patterns A Novel Shape Descriptor

Erdal S., Kalkan S.

Int. IAPR Conference on Machine Vision and Applications, Kyoto, Japonya, 20 - 23 Mayıs 2013, cilt.1, (Tam Metin Bildiri)

65. Relating affordances with verbs, nouns and adjectives Sǎglarlik ile fiiller, isimler ve sifatlarin iliş kilendirilmesi

Kalkan S., Yürüten O., Şahin E.

2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

66. A novel shape descriptor: Intersection consistency histograms Yeni bir ş ekil betimleyici: Kesişimlerin tutarlilǐgi histogram

Sivri E., Kalkan S.

2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

67. A comprehensive database for border ownership Sinir Sahiplǐgi Için Kapsamli Bir Veri Taban

Akkuş M. A., Topuz G., Özkan B., Kalkan S.

2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

68. Extraction of border ownership information by conditional random field model Koşullu rastgele alan modeli ile sinir sahipligi bilgisi çikarimi

Özkan B., Kalkan S.

2013 21st Signal Processing and Communications Applications Conference, SIU 2013, Haspolat, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri)

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