Research output

Research output per year 2014 2022 2023 2024 2025 2025

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

Research output per year

Research output per year

Search results

• 2025

  All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages

  Vayani, A., Dissanayake, D., Watawana, H., Ahsan, N., Sasikumar, N., Thawakar, O., Ademtew, H. B., Hmaiti, Y., Kumar, A., Kuckreja, K., Maslych, M., Ghallabi, W. A., Qin, C., Shaker, A. M., Zhang, M., Ihsani, M. K., Esplana, A., Gokani, M., Mirkin, S. & Singh, H. & 47 others, Srivastava, A., Hamerlik, E., Izzati, F. A., Maani, F. A., Cavada, S., Chim, J., Gupta, R., Manjunath, S., Zhumakhanova, K., Rabevohitra, F. H., Amirudin, A., Ridzuan, M., Kareem, D., More, K., Li, K., Shakya, P., Saad, M., Ghasemaghaei, A., Djanibekov, A., Azizov, D., Jankovic, B., Bhatia, N., Obando-Ceron, J., Otieno, O., Farestam, F., Rabbani, M., Baliah, S., Sanjeev, S., Shtanchaev, A., Fatima, M., Nguyen, T., Kareem, A., Aremu, T., Xavier, N., Bhatkal, A., Toyin, H., Chadha, A., Cholakkal, H., Anwer, R. M., Felsberg, M., Laaksonen, J., Solorio, T., Choudhury, M., Laptev, I., Shah, M., Khan, S. & Khan, F., 10 Jun 2025, (Accepted/In press) The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025. United States: IEEE, 25 p.

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

  Open Access

  • Low-resource Languages 100%
  • Language Matter 100%
  • Cultural Aspect 50%
  • Open-Ended Question 16%
  • Cultural Contexts 16%

• Continual Learning and Unknown Object Discovery in 3D Scenes via Self-distillation

  Boudjoghra, M. E. A., Lahoud, J., Cholakkal, H., Anwer, R. M., Khan, S. & Khan, F. S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 416-431 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15131 LNCS).

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

  Open Access

  • Continual Learning 100%
  • Learning Process 16%
  • Historical Data 16%
  • Superior Performance 16%
  • Stored Information 16%

• Palo: A Polyglot Large Multimodal Model for 5B People

  Rasheed, H., Maaz, M., Shaker, A., Khan, S., Cholakal, H., Anwer, R. M., Baldwin, T., Felsberg, M. & Khan, F. S., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. IEEE, p. 1745-1754 10 p. ( IEEE Workshop on Applications of Computer Vision).

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

  Open Access

  • Bengali 100%
  • English 100%
  • Multilingualism 100%
  • Language Modeling 100%
  • Multiple Language 100%
• 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

  • Instance Segmentation 100%
  • Segmentation Method 40%
  • Labeling Scheme 20%
  • Segmentation Performance 20%
  • Closed World Assumption 20%

• 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%
  2 Citations (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

  • Specifies 100%
  • Region of Interest 100%
  • Granularity 100%
  • Ground Object 100%
  • Natural Scene 100%
  36 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

  • Image Segmentation 100%
  • Class Imbalance 100%
  • Regularization 100%
  • Annotation 50%
  • Transfer Learning 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%
  14 Citations (Scopus)
• 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%
  2 Citations (Scopus)

  8 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%
  • Cancer 100%
  • Cancer Tissue 100%
  • Colorectal 66%
  • Similarities 33%
  3 Citations (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

  • Convolutional Neural Network 100%
  • Segmentation Task 50%
  • Hybrid Architecture 50%
  • Application Area 50%
  • Classification Task 50%
  129 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

  • Consistent View 100%
  • Viewing Direction 50%

• 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

  • Image Synthesis 100%
  • de-noising 100%
  • Diffusion Model 100%
  • Challenging Scenario 33%
  • Generative Adversarial Networks 33%
  104 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

  • Salient Object Detection 100%
  53 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

  • Image Synthesis 100%
  • Related Application 100%
  • Coder 100%
  • Structural Relation 100%
  13 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

  • Learning Model 100%
  32 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

  • Wise Operation 100%

• 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

  • Action Recognition 100%
  • Temporal Context 66%
  • Discriminability 66%
  • Representation Learning 33%
  • New-State 33%
  98 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

  • Image Information 100%
  • Human-Object Interaction Detection 100%
  118 Citations (Scopus)

  241 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 Network 100%
  • Convolutional Neural Network 100%
  • Neural Network Model 60%
  • Depth Information 40%
  • Estimated Depth 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

  • Computational Modeling 100%
  • Architecture Process 100%
  • Neural Network Architecture 100%
  • Recurrent Neural Network 100%
  • Salient Region 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

  • Convolutional Neural Network 100%
  • Deformable Part 50%
  • Computer Vision 50%
  • classification result 50%
  • Texture Information 50%
  1 Citation (Scopus)

  260 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%
  • Neural Network Model 50%
  • local feature 50%
  • Fisher Vector 25%
  • Color Information 25%
  10 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%
  • Motion Feature 33%
  • Feature Fusion 33%
  • Convolutional Neural Network 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

  • Research Problem 100%
  • Deep Feature 100%
  • Image Representation 100%
  • Automatic Analysis 100%
  • Training Class 100%
  26 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