Research output

Research output per year 2014 2022 2023 2024 2024

• 25 Conference article in proceedings
• 8 Article
• 1 Paper

Research output per year

Research output per year

Search results

• 2024

  3D Indoor Instance Segmentation in an Open-World

  El Amine Boudjoghra, M., Al Khatib, S. K., Lahoud, J., Cholakkal, H., Anwer, R. M., Khan, S. & Khan, F. S., 2024, Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Curran Associates Inc., 21 p. (Advances in Neural Information Processing Systems; vol. 36).

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

  Open Access

  • Segmentation Performance 100%
  • Closed World Assumption 100%

• Composed Video Retrieval via Enriched Context and Discriminative Embeddings

  Thawakar, O., Naseer, M., Anwer, R. M., Khan, S., Felsberg, M., Shah, M. & Khan, F. S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 26886-26896 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

  • Video Retrieval 100%
  • Art Performance 25%
  • Contextual Information 25%
  • Computer Vision 25%
  • Information Retrieval 25%
  1 Citation (Scopus)

• GLaMM: Pixel Grounding Large Multimodal Model

  Rasheed, H., Maaz, M., Shaji, S., Shaker, A., Khan, S., Cholakkal, H., Anwer, R. M., Xing, E., Yang, M. H. & Khan, F. S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 13009-13018 10 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

  • Annotation 100%
  • Image Segmentation 100%
  • Granularity 100%
  • Ground Object 100%
  • Natural Scene 100%
  4 Citations (Scopus)

• Long-Tailed 3D Semantic Segmentation with Adaptive Weight Constraint and Sampling

  Lahoud, J., Khan, F. S., Cholakkal, H., Anwer, R. M. & Khan, S., 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. IEEE, p. 5037-5044 8 p.

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

  • Regularization 100%
  • Tail Distribution 50%
  • Class Distribution 50%

• 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

  • Language Modeling 100%
  • Large Language Model 100%
  • X Ray Film 100%
  • Massive Datasets 33%
  • Medical Doctor 33%
• 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

  Open Access

  File

  • Range Dependency 100%
  • Deformable Convolution 100%
  1 Citation (Scopus)

  1 Downloads (Pure)

• 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

  Open Access

  • Image Synthesis 100%
  • Evaluation 66%
  • Accuracy 33%
  • Training Data 33%
  • Classifier 33%
  1 Citation (Scopus)

• EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications

  Maaz, M., Shaker, A., Cholakkal, H., Khan, S., Zamir, S. W., Anwer, R. M. & Shahbaz Khan, F., 2023, Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part VII. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer, p. 3-20 18 p. (Lecture Notes in Computer Science ; vol. 13807 LNCS).

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

  Open Access

  • Hybrid Architecture 100%
  32 Citations (Scopus)

• Generative Multiplane Neural Radiance for 3D-Aware Image Generation

  Kumar, A., Bhunia, A. K., Narayan, S., Cholakkal, H., Anwer, R. M., Khan, S., Yang, M.-H. & Khan, F. S., 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, (IEEE International Conference on Computer Vision).

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

  Open Access

  • Models 100%
  • Image Synthesis 100%
  • Resolution Image 66%
  • Computational Efficiency 33%
  • Multiple Camera 33%

• 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

  Open Access

  • Diffusion Model 100%
  • Image Synthesis 100%
  • Models 33%
  • User 33%
  • Transformations 33%
  50 Citations (Scopus)
• 2022

  Class-Agnostic Object Detection with Multi-modal Transformer

  Maaz, M., Rasheed, H., Khan, S., Khan, F. S., Anwer, R. M. & Yang, M. H., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 512-531 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13670 LNCS).

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

  Open Access

  • Classes 100%
  • Object Detection 100%
  • Domains 66%
  • Application 33%
  • Art Performance 33%
  32 Citations (Scopus)

• DoodleFormer: Creative Sketch Drawing with Transformers

  Bhunia, A. K., Khan, S., Cholakkal, H., Anwer, R. M., Khan, F. S., Laaksonen, J. & Felsberg, M., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 338-355 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13677 LNCS).

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

  Open Access

  • Generation 100%
  • Models 33%
  • Evaluation 33%
  • Related Application 33%
  • Image Synthesis 33%
  11 Citations (Scopus)

• Energy-based Latent Aligner for Incremental Learning

  Joseph, K. J., Khan, S., Khan, F. S., Anwer, R. M. & Balasubramanian, V. N., 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 7442-7451 10 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

  • Methodology 100%
  • Representation 66%
  • Classes 33%
  • Evaluation 33%
  • Detection Accuracy 33%
  26 Citations (Scopus)

• Learning a Dynamic Cross-Modal Network for Multispectral Pedestrian Detection

  Xie, J., Anwer, R., Cholakkal, H., Nie, J., Cao, J., Laaksonen, J. & Khan, F. S., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. ACM, p. 4043-4052

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

  • Networks 100%
  • Detection 100%
  • Application 25%
  • Benchmark 25%
  • Detection Performance 25%

• Spatio-temporal Relation Modeling for Few-shot Action Recognition

  Thatipelli, A., Narayan, S., Khan, S., Anwer, R. M., Khan, F. S. & Ghanem, B., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 19926-19935 10 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

  • Classes 100%
  • Modeling 100%
  • Benchmark 100%
  • Action Recognition 100%
  • Representation 66%
  69 Citations (Scopus)
• 2020

  Deep Contextual Attention for Human-Object Interaction Detection

  Wang, T., Anwer, R. M., Khan, M. H., Khan, F. S., Pang, Y., Shao, L. & Laaksonen, J., Feb 2020, Proceedings of the International Conference on Computer Vision (ICCV2019). IEEE, p. 5693-5701 9 p. 9008846. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

  Open Access

  File

  • Models 100%
  • Detection 100%
  • Contexts 33%
  • Parsing 33%
  • Modeling Information Flow 33%
  109 Citations (Scopus)

  243 Downloads (Pure)
• 2019

  Multi-stream Convolutional Networks for Indoor Scene Recognition

  Anwer, R. M., Khan, F. S., Laaksonen, J. & Zaki, N., 1 Jan 2019, Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Proceedings. Vento, M. & Percannella, G. (eds.). Springer, p. 196-208 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11678 LNCS).

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

  • Convolutional Neural Network 100%
  • Convolutional Network 100%
  • Neural Network Model 60%
  • Networks 40%
  • Texture Information 40%
  1 Citation (Scopus)
• 2018

  Bottom-Up Attention Guidance for Recurrent Image Recognition

  Rezazadegan Tavakoli, H., Borji, A., Anwer, R., Rahtu, E. & Kannala, J., 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE, p. 3004-3008 5 p. 8451537

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

  • Image Recognition 100%
  • Recurrent 100%
  • Bottom-up Attention 100%
  • Recognition 100%
  • Images 100%
  4 Citations (Scopus)

• Two-stream part-based deep representation for human attribute recognition

  Anwer, R. M., Khan, F. S. & Laaksonen, J., 13 Jul 2018, Proceedings - 2018 International Conference on Biometrics, ICB 2018. IEEE, p. 90-97 8 p.

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

  Open Access

  File

  • Models 100%
  • Representation 100%
  • Networks 75%
  • Standards 75%
  • Classification 50%
  1 Citation (Scopus)

  258 Downloads (Pure)
• 2017

  TEX-Nets: Binary patterns encoded convolutional neural networks for texture recognition

  Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 6 Jun 2017, ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. ACM, p. 125-132 8 p.

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

  • Convolutional Neural Network 100%
  • Standards 75%
  • Models 50%
  • Networks 50%
  • Neural Network Model 50%
  9 Citations (Scopus)

• Top-down deep appearance attention for action recognition

  Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 2017, Image Analysis - 20th Scandinavian Conference, SCIA 2017, Proceedings. Springer, p. 297-309 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10269 LNCS).

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

  • Action Recognition 100%
  • Deep Feature 100%
  • Networks 33%
  • Classes 33%
  • Representation 33%
  1 Citation (Scopus)
• 2016

  Combining holistic and part-based deep representations for computational painting categorization

  Anwer, R. M., Khan, F. S., Van De Weijer, J. & Laaksonen, J., 6 Jun 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. ACM, p. 339-342 4 p.

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

  • Representation 100%
  • Classification 100%
  • Models 50%
  • Interdisciplinary Research 50%
  • Standards 50%
  24 Citations (Scopus)
• 2015

  Deep Semantic Pyramids for Human Attributes and Action Recognition

  Khan, F. S., Anwer, R. M., van de Weijer, J., Felsberg, M. & Laaksonen, J., 2015, 19th Scandinavian Conference on Image Analysis (SCIA 2015), Copenhagen, Denmark, June 2015. Paulsen, R. R. & Pedersen, K. S. (eds.). Switzerland: Springer, p. 341-353

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

  8 Citations (Scopus)

• PicSOM Experiments in TRECVID 2015

  Ishikawa, S., Anwer, R. M., Koskela, M. & Laaksonen, J., 2015, TRECVID 2015 Workshop. Gaithersburg, MD, USA: National Institute of Standards and Technology (NIST)

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

  2 Citations (Scopus)
• 2014

  PicSOM Experiments in TRECVID 2014

  Ishikawa, S., Koskela, M., Sjöberg, M., Anwer, R. M., Laaksonen, J. & Oja, E., 2014, TRECVID workshop, TRECVID, Orlando, USA, November 10-12 2014.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional