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Kalin Stefanov

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2020 – today

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2024
[c22]
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Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Tom Gedeon, Kalin Stefanov:
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset. ACM Multimedia 2024: 7414-7423
[c21]
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Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq:
1M-Deepfakes Detection Challenge. ACM Multimedia 2024: 11355-11359
[i15]
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  - journals/corr/abs-2402-06692
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Hrishav Bakul Barua, Ganesh Krishnasamy, KokSheik Wong, Abhinav Dhall, Kalin Stefanov:
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation. CoRR abs/2402.06692 (2024)
[i14]
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  - journals/corr/abs-2402-14982
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Mahsa Salehi, Kalin Stefanov, Ehsan Shareghi:
Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence. CoRR abs/2402.14982 (2024)
[i13]
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Hrishav Bakul Barua, Kalin Stefanov, KokSheik Wong, Abhinav Dhall, Ganesh Krishnasamy:
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction. CoRR abs/2403.17837 (2024)
[i12]
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Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq:
1M-Deepfakes Detection Challenge. CoRR abs/2409.06991 (2024)
[i11]
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  - journals/corr/abs-2410-15068
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Hrishav Bakul Barua, Kalin Stefanov, Lemuel Lai En Che, Abhinav Dhall, Koksheik Wong, Ganesh Krishnasamy:
A Cycle Ride to HDR: Semantics Aware Self-Supervised Framework for Unpaired LDR-to-HDR Image Translation. CoRR abs/2410.15068 (2024)
2023
[j3]
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Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat:
Glitch in the matrix: A large scale benchmark for content driven audio-visual forgery detection and localization. Comput. Vis. Image Underst. 236: 103818 (2023)
[c20]
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Hrishav Bakul Barua, Ganesh Krishnasamy, KokSheik Wong, Kalin Stefanov, Abhinav Dhall:
ArtHDR-Net: Perceptually Realistic and Accurate HDR Content Creation. APSIPA ASC 2023: 806-812
[c19]
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Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat:
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CVPR 2023: 1493-1504
[i10]
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  - journals/corr/abs-2305-01979
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Zhixi Cai, Shreya Ghosh, Abhinav Dhall, Tom Gedeon, Kalin Stefanov, Munawar Hayat:
"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization. CoRR abs/2305.01979 (2023)
[i9]
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  - journals/corr/abs-2307-06701
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Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi:
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction. CoRR abs/2307.06701 (2023)
[i8]
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  - journals/corr/abs-2309-03827
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Hrishav Bakul Barua, Ganesh Krishnasamy, KokSheik Wong, Kalin Stefanov, Abhinav Dhall:
ArtHDR-Net: Perceptually Realistic and Accurate HDR Content Creation. CoRR abs/2309.03827 (2023)
[i7]
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  - journals/corr/abs-2311-15308
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Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Kalin Stefanov:
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset. CoRR abs/2311.15308 (2023)
2022
[c18]
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Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi:
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation. BMVC 2022: 636
[c17]
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Garima Sharma, Kalin Stefanov, Abhinav Dhall, Jianfei Cai:
Graph-based Group Modelling for Backchannel Detection. ACM Multimedia 2022: 7190-7194
[i6]
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  - journals/corr/abs-2204-06228
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Zhixi Cai, Kalin Stefanov, Abhinav Dhall, Munawar Hayat:
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization. CoRR abs/2204.06228 (2022)
[i5]
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  - journals/corr/abs-2207-08380
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Kalin Stefanov, Bhawna Paliwal, Abhinav Dhall:
Visual Representations of Physiological Signals for Fake Video Detection. CoRR abs/2207.08380 (2022)
[i4]
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  - journals/corr/abs-2208-04554
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Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi:
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation. CoRR abs/2208.04554 (2022)
[i3]
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  - journals/corr/abs-2211-06627
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Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat:
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CoRR abs/2211.06627 (2022)
2021
[c16]
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  - conf/icmi/BirminghamMS21
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Christopher Birmingham, Maja J. Mataric, Kalin Stefanov:
Group-Level Focus of Visual Attention for Improved Active Speaker Detection. ICMI Companion 2021: 37-42
[c15]
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Chris Birmingham, Kalin Stefanov, Maja J. Mataric:
Group-Level Focus of Visual Attention for Improved Next Speaker Prediction. ACM Multimedia 2021: 4838-4842
2020
[j2]
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  - journals/tamd/StefanovBS20
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Kalin Stefanov, Jonas Beskow, Giampiero Salvi:
Self-Supervised Vision-Based Detection of the Active Speaker as Support for Socially Aware Language Acquisition. IEEE Trans. Cogn. Dev. Syst. 12(2): 250-259 (2020)
[c14]
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Su Lei, Kalin Stefanov, Jonathan Gratch:
Emotion or expressivity? An automated analysis of nonverbal perception in a social dilemma. FG 2020: 544-551
[c13]
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  - conf/icmi/TavabiSZBWSS20
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Leili Tavabi, Kalin Stefanov, Larry Zhang, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani:
Multimodal Automatic Coding of Client Behavior in Motivational Interviewing. ICMI 2020: 406-413
[c12]
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Kalin Stefanov, Baiyu Huang, Zongjian Li, Mohammad Soleymani:
OpenSense: A Platform for Multimodal Data Acquisition and Behavior Perception. ICMI 2020: 660-664
[c11]
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Kalin Stefanov, Mohammad Adiban, Giampiero Salvi:
Spatial Bias in Vision-Based Voice Activity Detection. ICPR 2020: 10433-10440

2010 – 2019

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2019
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Kalin Stefanov, Giampiero Salvi, Dimosthenis Kontogiorgos, Hedvig Kjellström, Jonas Beskow:
Modeling of Human Visual Attention in Multiparty Open-World Dialogues. ACM Trans. Hum. Robot Interact. 8(2): 8:1-8:21 (2019)
[c10]
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Kalin Stefanov, Mayumi Bono:
Towards Digitally-Mediated Sign Language Communication. HAI 2019: 286-288
[c9]
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Mohammad Soleymani, Kalin Stefanov, Sin-Hwa Kang, Jan Ondras, Jonathan Gratch:
Multimodal Analysis and Estimation of Intimate Self-Disclosure. ICMI 2019: 59-68
[c8]
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  - conf/icmi/TavabiSGT019
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Leili Tavabi, Kalin Stefanov, Setareh Nasihati Gilani, David R. Traum, Mohammad Soleymani:
Multimodal Learning for Identifying Opportunities for Empathetic Responses. ICMI 2019: 95-104
2018
[b1]
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  - phd/basesearch/Stefanov18
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Kalin Stefanov:
Recognition and Generation of Communicative Signals: Modeling of Hand Gestures, Speech Activity and Eye-Gaze in Human-Machine Interaction. Royal Institute of Technology, Stockholm, Sweden, 2018
[i2]
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  - journals/corr/abs-1803-11088
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Kalin Stefanov:
Webcam-based Eye Gaze Tracking under Natural Head Movement. CoRR abs/1803.11088 (2018)
2017
[i1]
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  - journals/corr/abs-1711-08992
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Kalin Stefanov, Jonas Beskow, Giampiero Salvi:
Self-Supervised Vision-Based Detection of the Active Speaker as a Prerequisite for Socially-Aware Language Acquisition. CoRR abs/1711.08992 (2017)
2016
[c7]
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  - conf/icmi/StefanovSB16
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Kalin Stefanov, Akihiro Sugimoto, Jonas Beskow:
Look who's talking: visual identification of the active speaker in multi-party human-robot interaction. ASSP4MI@ICMI 2016: 22-27
[c6]
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Kalin Stefanov, Jonas Beskow:
A Multi-party Multi-modal Dataset for Focus of Visual Attention in Human-human and Human-robot Interaction. LREC 2016
2015
[c5]
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  - conf/icmi/CholletSPS15
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Mathieu Chollet, Kalin Stefanov, Helmut Prendinger, Stefan Scherer:
Public Speaking Training with a Multimodal Interactive Virtual Audience Framework. ICMI 2015: 367-368
2014
[c4]
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  - conf/hri/MoubayedBBGHJKLNOSSV14
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Samer Al Moubayed, Jonas Beskow, Bajibabu Bollepalli, Joakim Gustafson, Ahmed Hussen Abdelaziz, Martin Johansson, Maria Koutsombogera, José David Águas Lopes, Jekaterina Novikova, Catharine Oertel, Gabriel Skantze, Kalin Stefanov, Gül Varol:
Human-robot collaborative tutoring using multiparty multimodal spoken dialogue. HRI 2014: 112-113
[c3]
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Maria Koutsombogera, Samer Al Moubayed, Bajibabu Bollepalli, Ahmed Hussen Abdelaziz, Martin Johansson, José David Águas Lopes, Jekaterina Novikova, Catharine Oertel, Kalin Stefanov, Gül Varol:
The Tutorbot Corpus ― A Corpus for Studying Tutoring Behaviour in Multiparty Face-to-Face Spoken Dialogue. LREC 2014: 4196-4201
2013
[c2]
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Samer Al Moubayed, Jonas Beskow, Bajibabu Bollepalli, Ahmed Hussen Abdelaziz, Martin Johansson, Maria Koutsombogera, José David Águas Lopes, Jekaterina Novikova, Catharine Oertel, Gabriel Skantze, Kalin Stefanov, Gül Varol:
Tutoring Robots - Multiparty Multimodal Social Dialogue with an Embodied Tutor. eNTERFACE 2013: 80-113
2012
[c1]
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Samer Al Moubayed, Gabriel Skantze, Jonas Beskow, Kalin Stefanov, Joakim Gustafson:
Multimodal multiparty social interaction with the furhat head. ICMI 2012: 293-294

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