Fahad Shahbaz Khan

Venues

Frequent coauthors

Papers

1. A Multi-Agent Diffusion Approach for MRI Anomaly Segmentation via Modality-Specific LoRA Specialization
   WACV 2026 ·

   Wafa Al Ghallabi

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2. AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation
   AAAI 2026 ·

   Ziyang Luo

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3. Bring Your Dreams to Life: Continual Text-to-Video Customization
   AAAI 2026 ·

   Jiahua Dong

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4. GCA Framework: A GCC Countries-Grounded Dataset and Agentic Pipeline for Climate Decision Support
   ACL 2026 ·

   Muhammad Umer Sheikh

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5. MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities
   WACV 2026 ·

   Tooba Tehreem Sheikh

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6. Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework
   ACL 2026 ·

   Komal Kumar

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7. A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
   EMNLP 2025 ·

   Bhuiyan Sanjid Shafique

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8. ALOcc: Adaptive Lifting-Based 3D Semantic Occupancy and Cost Volume-Based Flow Predictions
   ICCV 2025 ·

   Dubing Chen

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9. AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
   ICLR 2025 ·

   Yuning Cui

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10. AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment
    ICML 2025 ·

    Vishal Nedungadi

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11. All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages
    CVPR 2025 ·

    Ashmal Vayani

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12. Beyond Simple Edits: Composed Video Retrieval with Dense Modifications
    ICCV 2025 ·

    Omkar Thawakar

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13. BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities
    EMNLP 2025 ·

    Sahal Shaji Mullappilly

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14. CAMEL-Bench: A Comprehensive Arabic LMM Benchmark
    NAACL 2025 ·

    Sara Ghaboura

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15. DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
    NeurIPS 2025 ·

    Komal Kumar

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16. DriveLMM-o1: A Step-by-Step Reasoning Dataset and Large Multimodal Model for Driving Scenario Understanding
    IROS 2025 ·

    Ayesha Ishaq

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17. EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
    CVPR 2025 ·

    Sagar Soni

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18. Efficient Video Object Segmentation via Modulated Cross-Attention Memory
    WACV 2025 ·

    Abdelrahman M. Shaker

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19. Enhancing Novel Object Detection via Cooperative Foundational Models
    WACV 2025 ·

    Rohit K. Bharadwaj

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20. GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks
    ICCV 2025 ·

    Muhammad Sohail Danish

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21. GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder
    ICML 2025 ·

    Shiming Chen

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22. GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
    ICML 2025 ·

    Akashah Shabbir

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23. GroupMamba: Efficient Group-Based Visual State Space Model
    CVPR 2025 ·

    Abdelrahman M. Shaker

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24. Hierarchical Self-supervised Adversarial Training for Robust Vision Models in Histopathology
    MICCAI 2025 ·

    Hashmat Shadab Malik

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25. Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
    ICCV 2025 ·

    Jiahua Dong

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26. How Good is my Video-LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs
    CVPR 2025 ·

    Muhammad Uzair Khattak

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27. InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration
    ICLR 2025 ·

    Senmao Li

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28. Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model
    ICCV 2025 ·

    Shiming Chen

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29. KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding
    ACL 2025 ·

    Ahmed Heakl

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30. LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM
    ACL 2025 ·

    Sambal Shikhar

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31. LawDIS: Language-Window-Based Controllable Dichotomous Image Segmentation
    ICCV 2025 ·

    Xinyu Yan

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32. LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
    ACL 2025 ·

    Omkar Thawakar

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33. MAviS: A Multimodal Conversational Assistant For Avian Species
    EMNLP 2025 ·

    Yevheniia Kryklyvets

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34. MPromer: A Unified Diffusion-Based Framework for Scalable and Generalizable Multi-Modal Medical Image Segmentation
    ICCV 2025 ·

    Wafa Al Ghallabi

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35. One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
    ICLR 2025 ·

    Tao Liu

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36. One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models
    CVPR 2025 ·

    Senmao Li

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37. Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
    ICLR 2025 ·

    Mohamed El Amine Boudjoghra

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38. Open3DTrack: Towards Open-Vocabulary 3D Multi-Object Tracking
    ICRA 2025 ·

    Ayesha Ishaq

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39. Palo: A Polyglot Large Multimodal Model for 5B People
    WACV 2025 ·

    Hanoona Abdul Rasheed

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40. RAGNet: Large-Scale Reasoning-Based Affordance Segmentation Benchmark Towards General Grasping
    ICCV 2025 ·

    Dongming Wu

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41. SPARTA: Spectral Prompt Agnostic Adversarial Attack on Medical Vision-Language Models
    MICCAI 2025 ·

    Asif Hanif

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42. TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models
    ICCV 2025 ·

    Ziyang Luo

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43. Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts
    ACL 2025 ·

    Sara Ghaboura

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44. Towards Evaluating the Robustness of Visual State Space Models
    CVPR 2025 ·

    Hashmat Shadab Malik

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45. VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs
    NAACL 2025 ·

    Hanan Gani

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46. VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
    CVPR 2025 ·

    Shehan Munasinghe

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47. Vocabulary-Free Fine-Grained Visual Recognition via Enriched Contextually Grounded Vision-Language Model
    ICCV 2025 ·

    Dmitry Demidov

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48. ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning
    ICLR 2025 ·

    Zihan Ye

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49. BAPLe: Backdoor Attacks on Medical Foundational Models Using Prompt Learning
    MICCAI 2024 ·

    Asif Hanif

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50. BiMediX: Bilingual Medical Mixture of Experts LLM
    EMNLP 2024 ·

    Sara Pieri

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51. Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation
    ICML 2024 ·

    Yuanwei Liu

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52. CONDA: Condensed Deep Association Learning for Co-salient Object Detection
    ECCV 2024 ·

    Long Li

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53. Composed Video Retrieval via Enriched Context and Discriminative Embeddings
    CVPR 2024 ·

    Omkar Thawakar

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54. Continual Learning and Unknown Object Discovery in 3D Scenes via Self-distillation
    ECCV 2024 ·

    Mohamed El Amine Boudjoghra

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55. Cross-Modal Self-Training: Aligning Images and Pointclouds to learn Classification without Labels
    CVPR 2024 ·

    Amaya Dharmasiri

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56. DB-SAM: Delving into High Quality Universal Medical Image Segmentation
    MICCAI 2024 ·

    Chao Qin

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57. Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference
    NeurIPS 2024 ·

    Senmao Li

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58. GLaMM: Pixel Grounding Large Multimodal Model
    CVPR 2024 ·

    Hanoona Abdul Rasheed

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59. GeoChat: Grounded Large Vision-Language Model for Remote Sensing
    CVPR 2024 ·

    Kartik Kuckreja

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60. Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
    ICLR 2024 ·

    Senmao Li

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61. Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning
    MICCAI 2024 ·

    Hasindri Watawana

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62. How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
    NeurIPS 2024 ·

    Jiahua Dong

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63. Learning Camouflaged Object Detection from Noisy Pseudo Label
    ECCV 2024 ·

    Jin Zhang

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64. Long-Tailed 3D Semantic Segmentation with Adaptive Weight Constraint and Sampling
    ICRA 2024 ·

    Jean Lahoud

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65. MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
    NeurIPS 2024 ·

    Haotian Qian

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66. MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation
    MICCAI 2024 ·

    Hanan Gani

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67. Modulate Your Spectrum in Self-Supervised Learning
    ICLR 2024 ·

    Xi Weng

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68. On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models
    BMVC 2024 ·

    Hashmat Shadab Malik

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69. Open-Vocabulary Temporal Action Localization using Multimodal Guidance
    BMVC 2024 ·

    Akshita Gupta

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70. Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning
    CVPR 2024 ·

    Shiming Chen

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71. Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
    CVPR 2024 ·

    Mubashir Noman

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72. S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
    AAAI 2024 ·

    Sheng Zhang

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73. SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation
    CVPR 2024 ·

    Bin Xie

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74. Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
    CVPR 2024 ·

    Nicolae-Catalin Ristea

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75. Semi-supervised Open-World Object Detection
    AAAI 2024 ·

    Sahal Shaji Mullappilly

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76. Sentence-level Prompts Benefit Composed Image Retrieval
    ICLR 2024 ·

    Yang Bai

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77. Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
    NeurIPS 2024 ·

    Taihang Hu

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78. VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning
    CVPR 2024 ·

    Ziyang Luo

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79. Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models
    ACL 2024 ·

    Muhammad Maaz

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80. VideoGrounding-DINO: Towards Open-Vocabulary Spatio- Temporal Video Grounding
    CVPR 2024 ·

    Syed Talal Wasim

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81. Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
    CVPR 2024 ·

    Wenjin Hou

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