2022

Styles, Olly, Guha, Tanaya and Sanchez Silva, Victor (2022) Multi-camera trajectory forecasting with trajectory tensors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (11). pp. 8482-8491. doi:10.1109/TPAMI.2021.3107958 ISSN 0162-8828.

Shirian, Amir, Somandepalli, Krishna and Guha, Tanaya (2022) Self-supervised graphs for audio representation learning with limited labeled data. IEEE Journal of Selected Topics in Signal Processing, 16 (6). pp. 1391-1401. doi:10.1109/JSTSP.2022.3190083 ISSN 1932-4553.

Amir, Shirian, Somandepalli, Krishna, Sanchez Silva, Victor and Guha, Tanaya (2022) Visually-aware acoustic event detection using heterogeneous graphs. In: 23rd INTERSPEECH Conference, Incheon, Korea, 18-22 Sep 2022. Published in: INTERSPEECH proceedings pp. 2428-2432. doi:10.21437/Interspeech.2022-10670

Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2022) Graph-based transform based on 3D convolutional neural network for intra-prediction of imaging data. In: 2022 Data Compression Conference (DCC), Snowbird, Utah, 22-25 Mar 2022. Published in: 2022 Data Compression Conference (DCC) doi:10.1109/DCC52660.2022.00029 ISSN 2375-0359.

Nguyen, Kien, Tripathi, Subarna, Du, Bang, Guha, Tanaya and Truong, Dinh Quang (2022) In defense of scene graphs for image captioning. In: International Conference on Computer Vision (ICCV), 2021, Virtual conference, 11-17 Oct 2021. Published in: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ISBN 9781665428125. doi:10.1109/ICCV48922.2021.00144

Ma, Yiming, Sanchez, Victor and Guha, Tanaya (2022) FusionCount : efficient crowd counting via multiscale feature fusion. In: IEEE International Conference on Image Processing, Bordeaux, France, 16-19 Oct 2022. Published in: 2022 IEEE International Conference on Image Processing (ICIP) ISBN 9781665496216. doi:10.1109/ICIP46576.2022.9897322 ISSN 1522-4880.

2021

Ghosh, Surjya and Guha, Tanaya (2021) Towards autism screening through emotion-guided eye gaze response. In: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Virtual conference, 01-05 Nov 2021. Published in: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ISBN 9781728111797. doi:10.1109/EMBC46164.2021.9630888

Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2021) Graph-based transform based on neural networks for intra-prediction of imaging data. In: IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2021), Gold Coast, Queensland, Australia, 25-28 Oct 2021. Published in: IEEE Xplore doi:10.1109/MLSP52302.2021.9596317

Madan, Surbhi, Gahalawat, Monika, Guha, Tanaya and Subramanian, Ramanathan (2021) Head matters : explainable human-centered trait prediction from head motion dynamics. In: 23rd ACM International Conference on Multimodal Interaction (ICMI '21), Montréal, QC, Canada, 18-22 Oct 2021. Published in: Proceedings of the 2021 International Conference on Multimodal Interaction pp. 435-443. ISBN 9781450384810. doi:10.1145/3462244.3479901

Shirian, Amir and Guha, Tanaya (2021) Compact graph architecture for speech emotion recognition. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Ontario, Canada, 6-11 Jun 2021. Published in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) doi:10.1109/ICASSP39728.2021.9413876 ISSN 2379-190X.

Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2021) Graph-based transforms based on graph neural networks for predictive transform coding. In: Data Compression Conference (DCC) 2021, Snowbird, UT, USA, 23-26 Mar 2021. Published in: 2021 Data Compression Conference (DCC) doi:10.1109/DCC50243.2021.00079 ISSN 2375-0359.

Shirian, Amir, Tripathi, Subarna and Guha, Tanaya (2021) Dynamic emotion modeling with learnable graphs and graph inception network. IEEE Transactions on Multimedia, 24 . pp. 780-790. doi:10.1109/TMM.2021.3059169 ISSN 1520-9210.

Samanta, Atanu and Guha, Tanaya (2021) Emotion sensing from head motion capture. IEEE Sensors Journal, 21 (4). pp. 5035-5043. doi:10.1109/JSEN.2020.3033431 ISSN 1530-437X.

2020

Styles, Olly, Guha, Tanaya, Sanchez Silva, Victor and Kot, Alex (2020) Multi-camera trajectory forecasting : pedestrian trajectory prediction in a network of cameras. In: IEEE 2020 Conference on Computer Vision and Pattern Recognition, Seattle, 14-19 Jun 2020. Published in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ISBN 9781728193618. doi:10.1109/CVPRW50498.2020.00516

Parida, Kranti K., Matiyali, Niraj, Guha, Tanaya and Sharma, Gaurav (2020) Coordinated joint multimodal embeddings for generalized audio-visual zero-shot classification and retrieval of videos. In: IEEE Winter Conference on Applications of Computer Vision (WACV), Aspen, Colorado, 1-5 Mar 2020 pp. 3240-3249. ISBN 9781728165530. doi:10.1109/WACV45572.2020.9093438 ISSN 2642-9381.

Batra, Vishwas, Haldar, Aparajita, He, Yulan, Ferhatosmanoglu, Hakan, Vogiatzis, George and Guha, Tanaya (2020) Variational recurrent sequence-to-sequence retrieval for stepwise illustration. In: Advances in Information Retrieval : 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. Lecture Notes in Computer Science, 12035 . Springer, pp. 50-64. ISBN 9783030454388

2019

Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2019) Graph-based transform with weighted self-loops for predictive transform coding based on template matching. In: Data Compression Conference (DCC 2019), Snowbird, UT, 26-29 Mar 2019. Published in: 2019 Data Compression Conference (DCC) pp. 329-338. ISBN 9781728106588 . doi:10.1109/DCC.2019.00041 ISSN 1068-0314 .

Kumar, Anurendra, Guha, Tanaya and Ghosh, Prasanta K. (2019) Dirichlet latent variable model : a dynamic model based on Dirichlet prior for audio processing. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27 (5). pp. 919-931. doi:10.1109/TASLP.2019.2903288 ISSN 2329-9290.

Akhtar, Zeeshan and Guha, Tanaya (2019) Computational analysis of gaze behavior in autism during interaction with virtual agents. In: International Conference on Acoustics, Speech and Signal Processing (ICASSP, Brighton, 12-17 May 2019. Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) doi:10.1109/ICASSP.2019.8682943 ISSN 2379-190X.

Verma, Gaurav , Dhekane , Eeshan G. and Guha, Tanaya (2019) Learning affective correspondence between music and image. In: International Conference on Acoustics, Speech and Signal Processing (ICASSP, Brighton, 12-17 May 2019. Published in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) doi:10.1109/ICASSP.2019.8683133 ISSN 2379-190X.

Zane, Emily, Yang, Zhaojun, Pozzan, Lucia, Guha, Tanaya, Narayanan​, Shrikanth S. and Grossman , Ruth B. (2019) Motion-capture patterns of dynamic facial expressions in children and adolescents with and without ASD. Journal of Autism and Developmental Disorders, 49 . pp. 1062-1079. doi:10.1007/s10803-018-3811-7 ISSN 0162-3257.

Zane, Emily, Yang, Zhaojun, Pozzan, Lucia, Guha, Tanaya, Narayanan, Shrikanth and Grossman, Ruth Bergida (2019) Motion-capture patterns of voluntarily mimicked dynamic facial expressions in children and adolescents with and without ASD. Journal of Autism and Developmental Disorders, 49 (3). pp. 1062-1079. doi:10.1007/s10803-018-3811-7 ISSN 0162-3257.

2018

Kumar, Anurendra, Guha, Tanaya and Ghosh, Prasanta (2018) A dynamic latent variable model for source separation. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, 15-20 April 2018 pp. 2871-2875. ISBN 9781538646588. doi:10.1109/ICASSP.2018.8461940 ISSN 2379-190X.

Kulshreshtha, Prakhar and Guha, Tanaya (2018) An online algorithm for constrained face clustering in videos. In: 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, 7-10 Oct 2018 pp. 2670-2674. ISBN 9781479970629. doi:10.1109/ICIP.2018.8451343 ISSN 2381-8549.

Sharma, Rahul, Guha, Tanaya and Sharma, Gaurav (2018) Multichannel attention network for analyzing visual behavior in public speaking. In: IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, NV, USA, 12-15 Mar 2018 pp. 476-484. ISBN 9781538648865. doi:10.1109/WACV.2018.00058

Guha, Tanaya, Yang, Zhaojun, Grossman, Ruth B. and Narayanan, Shrikanth S. (2018) A computational study of expressive facial dynamics in children with autism. IEEE Transactions on Affective Computing, 9 (1). pp. 14-20. doi:10.1109/TAFFC.2016.2578316 ISSN 1939-1374.

Somandepalli, Krishna, Kumar, Naveen, Guha, Tanaya and Narayanan, Shrikanth S. (2018) Unsupervised discovery of character dictionaries in animation movies. IEEE Transactions on Multimedia, 20 (3). pp. 539-551. doi:10.1109/TMM.2017.2745712 ISSN 1520-9210.

Mangalam, Karttikeya and Guha, Tanaya (2018) Learning spontaneity to improve emotion recognition in speech. In: INTERSPEECH 2018, Hyderabad, India, 2-6 Sep 2018. Published in: Proceedings of INTERSPEECH 2018 pp. 946-950. doi:10.21437/Interspeech.2018-1872

2017

Samanta, Atanu and Guha, Tanaya (2017) On the role of head motion in affective expression. In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, 5-9 March 2017 pp. 2886-2890. ISBN 9781509041176. doi:10.1109/ICASSP.2017.7952684 ISSN 2379-190X.

Chowdhury, Shreyan, Guha, Tanaya and Hegde, Rajesh M. (2017) Music tempo estimation using sub-band synchrony. In: Interspeech 2017, Stockholm, Sweden, 20-24 Aug 2017. Published in: Proceedings of Interspeech 2017 pp. 3093-3096. doi:10.21437/Interspeech.2017-1000 ISSN 1990-9772.

2016

Goyal, Ankit, Kumar, Naveen, Guha, Tanaya and Narayanan, Shrikanth S. (2016) A multimodal mixture-of-experts model for dynamic emotion prediction in movies. In: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 20-25 March 2016 pp. 2822-2826. ISBN 9781479999880. doi:10.1109/ICASSP.2016.7472192 ISSN 2379-190X.

Sharma, Rahul and Guha, Tanaya (2016) A trajectory clustering approach to crowd flow segmentation in videos. In: 2016 IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA, 25-28 Sep 2016 pp. 1200-1204. ISBN 9781467399616. doi:10.1109/ICIP.2016.7532548 ISSN 2381-8549.

2015

Guha, Tanaya, Huang, Che-Wei, Kumar, Naveen, Zhu, Yan and Narayanan, Shrikanth S. (2015) Gender representation in cinematic content : a multimodal approach. In: 17th ACM International Conference on Multimodal Interaction, Seattle, Washington, USA, 9-13 Nov 2015 . Published in: Proceedings of the 2015 ACM on International Conference on Multimodal Interaction pp. 31-34. ISBN 9781450339124. doi:10.1145/2818346.2820778

2014

Guha, Tanaya and Ward, Rabab K. (2014) Image similarity using sparse representation and compression distance. IEEE Transactions on Multimedia, 16 (4). pp. 980-987. doi:10.1109/TMM.2014.2306175 ISSN 1520-9210.