Prof. 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, Italy, 04 June 2025, (Full Text)

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, Italy, 29 September - 04 October 2024, vol.15117, pp.93-109, (Full Text) Sustainable Development

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, United States Of America, 14 - 17 April 2025, (Full Text)

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, United States Of America, 17 - 21 June 2024, pp.4275-4286, (Full Text)

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, Canada, 15 - 16 December 2024, vol.259, pp.203-218, (Full Text)

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, United States Of America, 16 - 22 June 2024, pp.3239-3249, (Full Text) Sustainable Development

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, Spain, 3 - 05 July 2024, pp.580-589, (Full Text)

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, South Korea, 3 - 09 August 2024, pp.7224-7232, (Full Text)

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, United Arab Emirates, 14 - 18 October 2024, pp.3666-3673, (Full Text)

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 August 2023, (Full Text)

11. Correlation Loss: Enforcing Correlation between Classification and Localization

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

Thirty-Seventh AAAI Conference on Artificial Intelligence, United States Of America, 7 - 14 February 2023, (Full Text)

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, Austria, 20 - 22 September 2023, vol.2, pp.599-608, (Full Text)

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, Turkey, 15 - 16 November 2023, pp.169-176, (Full Text) Sustainable Development

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, United States Of America, 3 - 07 January 2023, pp.340-349, (Full Text)

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, United States Of America, 7 - 08 February 2023, vol.208, pp.63-70, (Full Text)

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, China, 19 - 25 August 2023, vol.2023-August, pp.5932-5940, (Full Text)

17. Counterfactual Fairness for Facial Expression Recognition

Cheong J., Kalkan S., Gunes H.

17th European Conference on Computer Vision, ECCV 2022, Tel-Aviv-Yafo, Israel, 23 - 27 October 2022, vol.13805 LNCS, pp.245-261, (Full Text)

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, Australia, 12 April - 14 May 2022, vol.2, pp.669-678, (Full Text)

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, Turkey, 15 - 18 May 2022, (Full Text)

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, Japan, 23 - 27 October 2022, vol.2022-October, pp.2748-2753, (Full Text)

21. Segment Augmentation and Differentiable Ranking for Logo Retrieval

Yavuz F., Kalkan S.

26th International Conference on Pattern Recognition, ICPR 2022, Montreal, Canada, 21 - 25 August 2022, vol.2022-August, pp.1621-1627, (Full Text)

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, China, 26 - 28 September 2022, (Full Text)

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, India, 15 - 18 December 2021, (Full Text)

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, United Kingdom, 22 November 2021, (Full Text)

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), United States Of America, 11 October 2021, pp.3009-3018, (Full Text)

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, Finland, 06 October 2021, (Full Text)

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, United States Of America, 8 - 11 March 2021, pp.724-727, (Full Text)

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 January 2021, pp.9577-9584, (Full Text) Sustainable Development

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 October 2021, pp.2989-2998, (Full Text)

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, Canada, 6 - 12 December 2020, vol.33, pp.15534-15545, (Full Text)

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 August 2020, (Full Text)

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 August 2020, (Full Text)

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 August 2020, (Full Text)

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, Austria, 23 - 25 May 2020, (Full Text)

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, United States Of America, 1 - 05 March 2020, pp.883-892, (Full Text)

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 December 2020, vol.2020-December, (Full Text)

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 August - 04 September 2020, pp.425-431, (Full Text)

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, United Kingdom, 18 - 20 September 2019, (Full Text)

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, United Kingdom, 18 - 20 September 2019, (Full Text)

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 September 2019, (Full Text)

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, China, 4 - 08 November 2019, pp.4992-4999, (Full Text) Sustainable Development

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, Canada, 6 - 07 December 2018, pp.1-4, (Full Text)

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, Spain, 1 - 05 October 2018, (Full Text)

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, Germany, 8 - 14 September 2018, pp.521-537, (Full Text)

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, Australia, 21 - 25 May 2018, (Full Text)

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, Australia, 21 - 25 May 2018, (Full Text)

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, Turkey, 16 - 17 September 2017, (Full Text)

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, Italy, 29 August - 01 September 2017, (Full Text)

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, Italy, 29 August - 01 September 2017, (Full Text)

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, United Kingdom, 21 - 23 June 2017, (Full Text)

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, Turkey, 15 - 18 May 2017, (Full Text)

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, Portugal, 08 May 2016, pp.69-78, (Full Text)

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

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

Türkiye Robotbilim Konferansı, İstanbul, Turkey, 26 - 27 October 2015, (Full Text)

54. Integrating Spatial Concepts into a Probabilistic Concept Web

Celikkanat H., Sahin E., Kalkan S.

International Conference on Advanced Robotics (ICAR), İstanbul, Turkey, 27 - 31 July 2015, pp.259-264, (Full Text)

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

Tursun O., Kalkan S.

14th IAPR International Conference on Machine Vision Applications (MVA), Tokyo, Japan, 18 - 22 May 2015, pp.514-517, (Full Text)

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, Turkey, 16 - 19 May 2015, pp.839-842, (Full Text)

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, Italy, 13 - 16 October 2014, pp.201-207, (Full Text)

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

Celikkanat H., KALKAN S.

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.1540-1543, (Full Text)

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, Portugal, 5 - 08 January 2014, pp.564-571, (Full Text)

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

ÇELİKKANAT H., ŞAHİN E., KALKAN S.

IROS Workshop on Neuroscience and Robotics, 03 November 2013, (Full Text)

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, Japan, 18 - 22 August 2013, (Full Text)

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, Germany, 31 July - 03 August 2013, pp.3604-3609, (Full Text)

63. Multimodal Stereo Vision Using Mutual Information with Adaptive Windowing

Yaman M., Kalkan S.

Int. IAPR Conference on Machine Vision and Applications, Kyoto, Japan, 20 - 23 May 2013, vol.1, (Full Text)

64. Global Binary Patterns A Novel Shape Descriptor

Erdal S., Kalkan S.

Int. IAPR Conference on Machine Vision and Applications, Kyoto, Japan, 20 - 23 May 2013, vol.1, (Full Text)

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, Turkey, 24 - 26 April 2013, (Full Text)

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, Turkey, 24 - 26 April 2013, (Full Text)

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, Turkey, 24 - 26 April 2013, (Full Text)

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, Turkey, 24 - 26 April 2013, (Full Text)

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