Color Contribution to Part-Based Person Detection in Different Types of Scenarios. - Rao Muhammad Anwer; David Vázquez 001; Antonio M. López 001 (CAIP (2), 2011)

Opponent Colors for Human Detection. - Rao Muhammad Anwer; David Vázquez 001; Antonio M. López 001 (IbPRIA, 2011)

Color attributes for object detection. - Fahad Shahbaz Khan; Rao Muhammad Anwer; Joost van de Weijer 001; Andrew D. Bagdanov; María Vanrell 001; Antonio M. López 001 (CVPR, 2012)

Coloring Action Recognition in Still Images. - Fahad Shahbaz Khan; Rao Muhammad Anwer; Joost van de Weijer 001; Andrew D. Bagdanov; Antonio M. López 001; Michael Felsberg (Int. J. Comput. Vis., 2013)

Color for Object Detection and Action Recognition. - Rao Muhammad Anwer (2013)

PicSOM Experiments in TRECVID 2014. - Satoru Ishikawa; Markus Koskela; Mats Sjöberg; Rao Muhammad Anwer; Jorma Laaksonen; Erkki Oja (TRECVID, 2014)

Semantic Pyramids for Gender and Action Recognition. - Fahad Shahbaz Khan; Joost van de Weijer 001; Rao Muhammad Anwer; Michael Felsberg; Carlo Gatta (IEEE Trans. Image Process., 2014)

Deep Semantic Pyramids for Human Attributes and Action Recognition. - Fahad Shahbaz Khan; Rao Muhammad Anwer; Joost van de Weijer 001; Michael Felsberg; Jorma Laaksonen (SCIA, 2015)

PicSOM Experiments in TRECVID 2015. - Satoru Ishikawa; Rao Muhammad Anwer; Markus Koskela; Jorma Laaksonen (TRECVID, 2015)

Compact color-texture description for texture classification. - Fahad Shahbaz Khan; Rao Muhammad Anwer; Joost van de Weijer 001; Michael Felsberg; Jorma Laaksonen (Pattern Recognit. Lett., 2015)

Recognizing Actions Through Action-Specific Person Detection. - Fahad Shahbaz Khan; Jiaolong Xu; Joost van de Weijer 001; Andrew D. Bagdanov; Rao Muhammad Anwer; Antonio M. López 001 (IEEE Trans. Image Process., 2015)

Combining Holistic and Part-based Deep Representations for Computational Painting Categorization. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Joost van de Weijer 001; Jorma Laaksonen (ICMR, 2016)

TEX-Nets: Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Joost van de Weijer 001; Jorma Laaksonen (ICMR, 2017)

Top-Down Deep Appearance Attention for Action Recognition. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Joost van de Weijer 001; Jorma Laaksonen (SCIA (1), 2017)

Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Joost van de Weijer 001; Matthieu Molinier; Jorma Laaksonen (CoRR, 2017)

Two-Stream Part-Based Deep Representation for Human Attribute Recognition. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Jorma Laaksonen (ICB, 2018)

Bottom-Up Attention Guidance for Recurrent Image Recognition. - Hamed R. Tavakoli; Ali Borji; Rao Muhammad Anwer; Esa Rahtu; Juho Kannala (ICIP, 2018)

Scale coding bag of deep features for human attribute and action recognition. - Fahad Shahbaz Khan; Joost van de Weijer 001; Rao Muhammad Anwer; Andrew D. Bagdanov; Michael Felsberg; Jorma Laaksonen (Mach. Vis. Appl., 2018)

Multi-stream Convolutional Networks for Indoor Scene Recognition. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Jorma Laaksonen; Nazar Zaki (CAIP (1), 2019)

Efficient Featurized Image Pyramid Network for Single Shot Detector. - Yanwei Pang; Tiancai Wang; Rao Muhammad Anwer; Fahad Shahbaz Khan; Ling Shao 001 (CVPR, 2019)

Enriched Feature Guided Refinement Network for Object Detection. - Jing Nie 001; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan; Yanwei Pang; Ling Shao 001 (ICCV, 2019)

Mask-Guided Attention Network for Occluded Pedestrian Detection. - Yanwei Pang; Jin Xie 005; Muhammad Haris Khan; Rao Muhammad Anwer; Fahad Shahbaz Khan; Ling Shao 001 (ICCV, 2019)

Learning Rich Features at High-Speed for Single-Shot Object Detection. - Tiancai Wang; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan; Yanwei Pang; Ling Shao 001 (ICCV, 2019)

Deep Contextual Attention for Human-Object Interaction Detection. - Tiancai Wang; Rao Muhammad Anwer; Muhammad Haris Khan; Fahad Shahbaz Khan; Yanwei Pang; Ling Shao 001; Jorma Laaksonen (ICCV, 2019)

D2Det: Towards High Quality Object Detection and Instance Segmentation. - Jiale Cao; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan; Yanwei Pang; Ling Shao 001 (CVPR, 2020)

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation. - Jiale Cao; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan; Yanwei Pang; Ling Shao 001 (ECCV (14), 2020)

Count- and Similarity-Aware R-CNN for Pedestrian Detection. - Jin Xie 005; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan; Yanwei Pang; Ling Shao 001; Mubarak Shah (ECCV (17), 2020)

PSC-Net: Learning Part Spatial Co-occurence for Occluded Pedestrian Detection. - Jin Xie 005; Yanwei Pang; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan; Ling Shao 001 (CoRR, 2020)

Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains. - Shivam Chandhok; Sanath Narayan; Hisham Cholakkal; Rao Muhammad Anwer; Vineeth N. Balasubramanian; Fahad Shahbaz Khan; Ling Shao 001 (BMVC, 2021)

Handwriting Transformers. - Ankan Kumar Bhunia; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan; Mubarak Shah (ICCV, 2021)

PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection. - Jin Xie 005; Yanwei Pang; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan; Ling Shao 001 (Sci. China Inf. Sci., 2021)

Multi-modal Transformers Excel at Class-agnostic Object Detection. - Muhammad Maaz 001; Hanoona Abdul Rasheed; Salman H. Khan 001; Fahad Shahbaz Khan; Rao Muhammad Anwer; Ming-Hsuan Yang 001 (CoRR, 2021)

Compact Deep Color Features for Remote Sensing Scene Classification. - Rao Muhammad Anwer; Fahad Shahbaz Khan; Jorma Laaksonen (Neural Process. Lett., 2021)

Mask-Guided Attention Network and Occlusion-Sensitive Hard Example Mining for Occluded Pedestrian Detection. - Jin Xie 005; Yanwei Pang; Muhammad Haris Khan; Rao Muhammad Anwer; Fahad Shahbaz Khan; Ling Shao 001 (IEEE Trans. Image Process., 2021)

PS-ARM: An End-to-End Attention-Aware Relation Mixer Network for Person Search. - Mustansar Fiaz; Hisham Cholakkal; Sanath Narayan; Rao Muhammad Anwer; Fahad Shahbaz Khan (ACCV (5), 2022)

PSTR: End-to-End One-Step Person Search With Transformers. - Jiale Cao; Yanwei Pang; Rao Muhammad Anwer; Hisham Cholakkal; Jin Xie 005; Mubarak Shah; Fahad Shahbaz Khan (CVPR, 2022)

Energy-based Latent Aligner for Incremental Learning. - K. J. Joseph; Salman Khan 001; Fahad Shahbaz Khan; Rao Muhammad Anwer; Vineeth N. Balasubramanian (CVPR, 2022)

Spatio-temporal Relation Modeling for Few-shot Action Recognition. - Anirudh Thatipelli; Sanath Narayan; Salman Khan 001; Rao Muhammad Anwer; Fahad Shahbaz Khan; Bernard Ghanem (CVPR, 2022)

DoodleFormer: Creative Sketch Drawing with Transformers. - Ankan Kumar Bhunia; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan; Jorma Laaksonen; Michael Felsberg (ECCV (17), 2022)

Class-Agnostic Object Detection with Multi-modal Transformer. - Muhammad Maaz 001; Hanoona Abdul Rasheed; Salman Khan 001; Fahad Shahbaz Khan; Rao Muhammad Anwer; Ming-Hsuan Yang 001 (ECCV (10), 2022)

EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications. - Muhammad Maaz 001; Abdelrahman M. Shaker; Hisham Cholakkal; Salman H. Khan 001; Syed Waqas Zamir; Rao Muhammad Anwer; Fahad Shahbaz Khan (ECCV Workshops (7), 2022)

Video Instance Segmentation via Multi-Scale Spatio-Temporal Split Attention Transformer. - Omkar Thawakar; Sanath Narayan; Jiale Cao; Hisham Cholakkal; Rao Muhammad Anwer; Muhammad Haris Khan; Salman Khan 001; Michael Felsberg; Fahad Shahbaz Khan (ECCV (29), 2022)

Learning a Dynamic Cross-Modal Network for Multispectral Pedestrian Detection. - Jin Xie 005; Rao Muhammad Anwer; Hisham Cholakkal; Jing Nie 001; Jiale Cao; Jorma Laaksonen; Fahad Shahbaz Khan (ACM Multimedia, 2022)

On the Robustness of 3D Object Detectors. - Fatima Albreiki; Sultan Abu Ghazal; Jean Lahoud; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan (MMAsia, 2022)

CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection. - Dhanalaxmi Gaddam; Jean Lahoud; Fahad Shahbaz Khan; Rao Muhammad Anwer; Hisham Cholakkal (MMAsia, 2022)

An Investigation into Whitening Loss for Self-supervised Learning. - Xi Weng; Lei Huang 015; Lei Zhao; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (NeurIPS, 2022)

3D Vision with Transformers: A Survey. - Jean Lahoud; Jiale Cao; Fahad Shahbaz Khan; Hisham Cholakkal; Rao Muhammad Anwer; Salman Khan 001; Ming-Hsuan Yang 001 (CoRR, 2022)

Multi-scale Feature Aggregation for Crowd Counting. - Xiaoheng Jiang; Xinyi Wu; Hisham Cholakkal; Rao Muhammad Anwer; Jiale Cao; Mingliang Xu 001; Bing Zhou 003; Yanwei Pang; Fahad Shahbaz Khan (CoRR, 2022)

SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation. - Mustansar Fiaz; Moein Heidari; Rao Muhammad Anwer; Hisham Cholakkal (BMVC, 2023)

PSM-PS: Part-Based Signal Modulation for Person Search. - Reem Abdalla Sharif; Mustansar Fiaz; Rao Muhammad Anwer (CAIP (1), 2023)

Person Image Synthesis via Denoising Diffusion Model. - Ankan Kumar Bhunia; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Jorma Laaksonen; Mubarak Shah; Fahad Shahbaz Khan (CVPR, 2023)

Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection. - Long Li 008; Junwei Han 001; Ni Zhang; Nian Liu; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan (CVPR, 2023)

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM. - Sahal Shaji Mullappilly; Abdelrahman M. Shaker; Omkar Thawakar; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (EMNLP (Findings), 2023)

Generative Multiplane Neural Radiance for 3D-Aware Image Generation. - Amandeep Kumar; Ankan Kumar Bhunia; Sanath Narayan; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Ming-Hsuan Yang 001; Fahad Shahbaz Khan (ICCV, 2023)

Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation. - Nian Liu; Kepan Nan; Wangbo Zhao; Yuanwei Liu; Xiwen Yao; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Junwei Han 001; Fahad Shahbaz Khan (ICCV, 2023)

Cross-Modulated Few-Shot Image Generation for Colorectal Tissue Classification. - Amandeep Kumar; Ankan Kumar Bhunia; Sanath Narayan; Hisham Cholakkal; Rao Muhammad Anwer; Jorma Laaksonen; Fahad Shahbaz Khan (MICCAI (3), 2023)

A Spatial-Temporal Deformable Attention Based Framework for Breast Lesion Detection in Videos. - Chao Qin; Jiale Cao; Huazhu Fu; Rao Muhammad Anwer; Fahad Shahbaz Khan (MICCAI (2), 2023)

3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers. - Omkar Thawakar; Rao Muhammad Anwer; Jorma Laaksonen; Orly Reiner; Mubarak Shah; Fahad Shahbaz Khan (MICCAI (8), 2023)

3D Indoor Instance Segmentation in an Open-World. - Mohamed El Amine Boudjoghra; Salwa K. Al Khatib; Jean Lahoud; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (NeurIPS, 2023)

Surface-Biased Multi-Level Context 3D Object Detection. - Sultan Abu Ghazal; Jean Lahoud; Rao Muhammad Anwer (VISIGRAPP (4: VISAPP), 2023)

SAT: Scale-Augmented Transformer for Person Search. - Mustansar Fiaz; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan (WACV, 2023)

LEAPS: End-to-End One-Step Person Search With Learnable Proposals. - Zhiqiang Dong; Jiale Cao; Rao Muhammad Anwer; Jin Xie 005; Fahad Shahbaz Khan; Yanwei Pang (CoRR, 2023)

DFormer: Diffusion-guided Transformer for Universal Image Segmentation. - Hefeng Wang; Jiale Cao; Rao Muhammad Anwer; Jin Xie 005; Fahad Shahbaz Khan; Yanwei Pang (CoRR, 2023)

XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models. - Omkar Thawakar; Abdelrahman M. Shaker; Sahal Shaji Mullappilly; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Jorma Laaksonen; Fahad Shahbaz Khan (CoRR, 2023)

Foundational Models Defining a New Era in Vision: A Survey and Outlook. - Muhammad Awais; Muzammal Naseer; Salman H. Khan 001; Rao Muhammad Anwer; Hisham Cholakkal; Mubarak Shah; Ming-Hsuan Yang 001; Fahad Shahbaz Khan (CoRR, 2023)

SipMaskv2: Enhanced Fast Image and Video Instance Segmentation. - Jiale Cao; Yanwei Pang; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Transformers in Remote Sensing: A Survey. - Abdulaziz Amer Aleissaee; Amandeep Kumar; Rao Muhammad Anwer; Salman Khan 001; Hisham Cholakkal; Gui-Song Xia; Fahad Shahbaz Khan (Remote. Sens., 2023)

Semi-supervised Open-World Object Detection. - Sahal Shaji Mullappilly; Abhishek Singh Gehlot; Rao Muhammad Anwer; Fahad Shahbaz Khan; Hisham Cholakkal (AAAI, 2024)

XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models. - Omkar Thawakar; Abdelrahman M. Shaker; Sahal Shaji Mullappilly; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Jorma Laaksonen; Fahad Khan 001 (BioNLP@ACL, 2024)

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery. - Mubashir Noman; Muzammal Naseer; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (CVPR, 2024)

GLaMM: Pixel Grounding Large Multimodal Model. - Hanoona Abdul Rasheed; Muhammad Maaz 001; Sahal Shaji Mullappilly; Abdelrahman M. Shaker; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Eric P. Xing; Ming-Hsuan Yang 001; Fahad Shahbaz Khan (CVPR, 2024)

Composed Video Retrieval via Enriched Context and Discriminative Embeddings. - Omkar Thawakar; Muzammal Naseer; Rao Muhammad Anwer; Salman H. Khan 001; Michael Felsberg; Mubarak Shah; Fahad Shahbaz Khan (CVPR, 2024)

Continual Learning and Unknown Object Discovery in 3D Scenes via Self-distillation. - Mohamed El Amine Boudjoghra; Jean Lahoud; Hisham Cholakkal; Rao Muhammad Anwer; Salman Khan 001; Fahad Shahbaz Khan (ECCV (73), 2024)

Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning. - Amandeep Kumar; Muhammad Awais; Sanath Narayan; Hisham Cholakkal; Salman Khan 001; Rao Muhammad Anwer (ECCV (84), 2024)

CONDA: Condensed Deep Association Learning for Co-salient Object Detection. - Long Li 008; Nian Liu; Dingwen Zhang; Zhongyu Li 006; Salman Khan 001; Rao Muhammad Anwer; Hisham Cholakkal; Junwei Han 001; Fahad Shahbaz Khan (ECCV (50), 2024)

BiMediX: Bilingual Medical Mixture of Experts LLM. - Sara Pieri; Sahal Shaji Mullappilly; Fahad Shahbaz Khan; Rao Muhammad Anwer; Salman H. Khan 001; Timothy Baldwin; Hisham Cholakkal (EMNLP (Findings), 2024)

Modulate Your Spectrum in Self-Supervised Learning. - Xi Weng; Yunhao Ni; Tengwei Song; Jie Luo 004; Rao Muhammad Anwer; Salman Khan 001; Fahad Khan 001; Lei Huang 015 (ICLR, 2024)

Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation. - Yuanwei Liu; Junwei Han 001; Xiwen Yao; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Nian Liu; Fahad Shahbaz Khan (ICML, 2024)

Long-Tailed 3D Semantic Segmentation with Adaptive Weight Constraint and Sampling. - Jean Lahoud; Fahad Shahbaz Khan; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001 (ICRA, 2024)

BAPLe: Backdoor Attacks on Medical Foundational Models Using Prompt Learning. - Asif Hanif; Fahad Shamshad; Muhammad Awais; Muzammal Naseer; Fahad Shahbaz Khan; Karthik Nandakumar; Salman H. Khan 001; Rao Muhammad Anwer (MICCAI (12), 2024)

DB-SAM: Delving into High Quality Universal Medical Image Segmentation. - Chao Qin; Jiale Cao; Huazhu Fu; Fahad Shahbaz Khan; Rao Muhammad Anwer (MICCAI (12), 2024)

MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT. - Omkar Thawakar; Ashmal Vayani; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Michael Felsberg; Tim Baldwin; Eric P. Xing; Fahad Shahbaz Khan (CoRR, 2024)

Multi-modal Generation via Cross-Modal In-Context Learning. - Amandeep Kumar; Muzammal Naseer; Sanath Narayan; Rao Muhammad Anwer; Salman Khan 001; Hisham Cholakkal (CoRR, 2024)

BOrg: A Brain Organoid-Based Mitosis Dataset for Automatic Analysis of Brain Diseases. - Muhammad Awais; Mehaboobathunnisa Sahul Hameed; Bidisha Bhattacharya; Orly Reiner; Rao Muhammad Anwer (CoRR, 2024)

CDChat: A Large Multimodal Model for Remote Sensing Change Description. - Mubashir Noman; Noor Ahsan; Muzammal Naseer; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2024)

Open3DTrack: Towards Open-Vocabulary 3D Multi-Object Tracking. - Ayesha Ishaq; Mohamed El Amine Boudjoghra; Jean Lahoud; Fahad Shahbaz Khan; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer (CoRR, 2024)

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark. - Sara Ghaboura; Ahmed Heakl; Omkar Thawakar; Ali Husain Salem Abdulla Alharthi; Ines Riahi; Abduljalil Saif; Jorma Laaksonen; Fahad Shahbaz Khan; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2024)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CoRR, 2024)

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities. - Sahal Shaji Mullappilly; Mohammed Irfan Kurpath; Sara Pieri; Saeed Yahya Alseiari; Shanavas Cholakkal; Khaled Aldahmani; Fahad Khan 001; Rao Muhammad Anwer; Salman Khan 001; Timothy Baldwin; Hisham Cholakkal (CoRR, 2024)

Guided-attention and gated-aggregation network for medical image segmentation. - Mustansar Fiaz; Mubashir Noman; Hisham Cholakkal; Rao Muhammad Anwer; Jacob Hanna; Fahad Shahbaz Khan (Pattern Recognit., 2024)

Multi-query and multi-level enhanced network for semantic segmentation. - Bin Xie; Jiale Cao; Rao Muhammad Anwer; Jin Xie 005; Jing Nie 001; Aiping Yang; Yanwei Pang (Pattern Recognit., 2024)

Remote Sensing Change Detection With Transformers Trained From Scratch. - Mubashir Noman; Mustansar Fiaz; Hisham Cholakkal; Sanath Narayan; Rao Muhammad Anwer; Salman Khan 001; Fahad Khan 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection. - Long Li 008; Junwei Han 001; Nian Liu; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Khan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

BEVRefiner: Improving 3D Object Detection in Bird's-Eye-View via Dual Refinement. - Binglu Wang; Haowen Zheng; Lei Zhang 166; Nian Liu; Rao Muhammad Anwer; Hisham Cholakkal; Yongqiang Zhao 001; Zhijun Li 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Understanding Whitening Loss in Self-Supervised Learning. - Lei Huang 015; Yunhao Ni; Xi Weng; Rao Muhammad Anwer; Salman Khan 001; Ming-Hsuan Yang 001; Fahad Khan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts. - Sara Ghaboura; Ketan Pravin More; Ritesh Thawkar; Wafa Al Ghallabi; Omkar Thawakar; Fahad Shahbaz Khan; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (ACL (Findings), 2025)

LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM. - Sambal Shikhar; Mohammed Irfan Kurpath; Sahal Shaji Mullappilly; Jean Lahoud; Fahad Shahbaz Khan; Rao Muhammad Anwer; Salman H. Khan 001; Hisham Cholakkal (ACL (Findings), 2025)

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs. - Omkar Thawakar; Dinura Dissanayake; Ketan Pravin More; Ritesh Thawkar; Ahmed Heakl; Noor Ahsan; Yuhao Li; Mohammed Zumri; Jean Lahoud; Rao Muhammad Anwer; Hisham Cholakkal; Ivan Laptev; et al. (ACL (Findings), 2025)

AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment. - Umair Nawaz; Muhammad Awais; Hanan Gani; Muzammal Naseer; Fahad Shahbaz Khan; Salman H. Khan 001; Rao Muhammad Anwer (COLING, 2025)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CVPR, 2025)

Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation. - Mohamed El Amine Boudjoghra; Angela Dai; Jean Lahoud; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Fahad Shahbaz Khan (ICLR, 2025)

BOrg: A Brain Organoid-Based Mitosis Dataset for Automatic Analysis of Brain Diseases. - Muhammad Awais; Mehaboobathunnisa Sahul Hameed; Bidisha Bhattacharya; Orly Reiner; Gregory G. Slabaugh; Rao Muhammad Anwer (ISBI, 2025)

IHA-YOLO: Inter-Head Attention for Real-Time Cell Detection. - Tooba Tehreem Sheikh; Komal Kumar; Muhammad Awais; Noa Novershtern; Rao Muhammad Anwer; Hisham Cholakkal (ISBI, 2025)

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark. - Sara Ghaboura; Ahmed Heakl; Omkar Thawakar; Ali Husain Salem Abdulla Alharthi; Ines Riahi; Abduljalil Radman; Jorma Laaksonen; Fahad Shahbaz Khan; Salman Khan 001; Rao Muhammad Anwer (NAACL (Findings), 2025)

AgroGPT : Efficient Agricultural Vision-Language Model with Expert Tuning. - Muhammad Awais; Ali Husain Salem Abdulla Alharthi; Amandeep Kumar; Hisham Cholakkal; Rao Muhammad Anwer (WACV, 2025)

Palo: A Polyglot Large Multimodal Model for 5B People. - Hanoona Abdul Rasheed; Muhammad Maaz 001; Abdelrahman M. Shaker; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Tim Baldwin; Michael Felsberg; Fahad Shahbaz Khan (WACV, 2025)

Video Instance Segmentation Without Using Mask and Identity Supervision. - Ge Li; Jiale Cao; Hanqing Sun 001; Rao Muhammad Anwer; Jin Xie 005; Fahad Khan 001; Yanwei Pang (IEEE Trans. Multim., 2025)

Video Instance Segmentation in an Open-World. - Omkar Thawakar; Sanath Narayan; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001; Jorma Laaksonen; Mubarak Shah; Fahad Shahbaz Khan (Int. J. Comput. Vis., 2025)

AIN: The Arabic INclusive Large Multimodal Model. - Ahmed Heakl; Sara Ghaboura; Omkar Thawakar; Fahad Shahbaz Khan; Hisham Cholakkal; Rao Muhammad Anwer; Salman H. Khan 001 (CoRR, 2025)

CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation. - Vishal Thengane; Jean Lahoud; Hisham Cholakkal; Rao Muhammad Anwer; Lu Yin 006; Xiatian Zhu; Salman Khan 001 (CoRR, 2025)

LLM Post-Training: A Deep Dive into Reasoning Large Language Models. - Komal Kumar; Tajamul Ashraf; Omkar Thawakar; Rao Muhammad Anwer; Hisham Cholakkal; Mubarak Shah; Ming-Hsuan Yang 001; Phillip H. S. Torr; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2025)

DriveLMM-o1: A Step-by-Step Reasoning Dataset and Large Multimodal Model for Driving Scenario Understanding. - Ayesha Ishaq; Jean Lahoud; Ketan More; Omkar Thawakar; Ritesh Thawkar; Dinura Dissanayake; Noor Ahsan; Yuhao Li; Fahad Shahbaz Khan; Hisham Cholakkal; Ivan Laptev; Rao Muhammad Anwer; et al. (CoRR, 2025)

Tracking Meets Large Multimodal Models for Driving Scenario Understanding. - Ayesha Ishaq; Jean Lahoud; Fahad Shahbaz Khan; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer (CoRR, 2025)

Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining. - Qi Fan; Kaiqi Liu; Nian Liu; Hisham Cholakkal; Rao Muhammad Anwer; Wenbin Li 006; Yang Gao 001 (CoRR, 2025)

Foundation Models Defining a New Era in Vision: A Survey and Outlook. - Muhammad Awais; Muzammal Naseer; Salman Khan 001; Rao Muhammad Anwer; Hisham Cholakkal; Mubarak Shah; Ming-Hsuan Yang 001; Fahad Shahbaz Khan (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoning. - Zongyan Han; Jiale Cao; Shuo Chen; Tong Wang 022; Jorma Laaksonen; Rao Muhammad Anwer (CoRR, 2025)

ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark. - Sara Ghaboura; Ketan More; Wafa Al Ghallabi; Omkar Thawakar; Jorma Laaksonen; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2025)

Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs. - Wafa Al Ghallabi; Ritesh Thawkar; Sara Ghaboura; Ketan More; Omkar Thawakar; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2025)

Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks. - Tajamul Ashraf; Amal Saqib; Hanan Ghani; Muhra AlMahri; Yuhao Li; Noor Ahsan; Umair Nawaz; Jean Lahoud; Hisham Cholakkal; Mubarak Shah; Philip Torr 001; Fahad Shahbaz Khan; et al. (CoRR, 2025)

NTRENet++: Unleashing the Power of Non-Target Knowledge for Few-Shot Semantic Segmentation. - Yuanwei Liu; Nian Liu; Yi Wu; Hisham Cholakkal; Rao Muhammad Anwer; Xiwen Yao; Junwei Han 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation. - Muhammad Sohail Danish; Muhammad Akhtar Munir; Syed Roshaan Ali Shah; Muhammad Haris Khan; Rao Muhammad Anwer; Jorma Laaksonen; Fahad Shahbaz Khan; Salman H. Khan 001 (CoRR, 2025)

TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models. - Ziyang Luo; Nian Liu; Xuguang Yang; Salman Khan 001; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan; Junwei Han 001 (CoRR, 2025)

All in One: Visual-Description-Guided Unified Point Cloud Segmentation. - Zongyan Han; Mohamed El Amine Boudjoghra; Jiahua Dong; Jinhong Wang; Rao Muhammad Anwer (CoRR, 2025)

MIRA: A Novel Framework for Fusing Modalities in Medical RAG. - Jinhong Wang; Tajamul Ashraf; Zongyan Han; Jorma Laaksonen; Rao Muhammad Anwer (CoRR, 2025)

AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock. - Umair Nawaz; Muhammad Zaigham Zaheer; Fahad Shahbaz Khan; Hisham Cholakkal; Salman H. Khan 001; Rao Muhammad Anwer (CoRR, 2025)

RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping. - Dongming Wu; Yanping Fu; Saike Huang; Yingfei Liu; Fan Jia; Nian Liu; Feng Dai; Tiancai Wang; Rao Muhammad Anwer; Fahad Shahbaz Khan; Jianbing Shen (CoRR, 2025)

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation. - Jinxing Zhou; Yanghao Zhou; Mingfei Han 002; Tong Wang 022; Xiaojun Chang; Hisham Cholakkal; Rao Muhammad Anwer (CoRR, 2025)

Beyond Simple Edits: Composed Video Retrieval with Dense Modifications. - Omkar Thawakar; Dmitry Demidov; Ritesh Thawkar; Rao Muhammad Anwer; Mubarak Shah; Fahad Shahbaz Khan; Salman Khan 001 (CoRR, 2025)

Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection. - Long Li 008; Huichao Xie; Nian Liu; Dingwen Zhang; Rao Muhammad Anwer; Hisham Cholakkal; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)