FK
Fahad Shahbaz Khan
cs.CVcs.LGcs.AIeess.IVcs.CLcs.ROAlgorithmscs.HCcs.MMstat.ML
On Valency
published · living versionsW_fju6e3df·v1 · currentpublished
Task Relevance-Driven Prompt Expansion for Federated Continual Learning
with Jiahua Dong, Wenqi Liang, Yang Cong, Yichen Li +4
1 version
W_j3snhp8c·v1published
Preprints & journals
319 papers in the corpus · 2014–2026LLM Post-Training: A Deep Dive Into Reasoning Large Language Models.42550758 · Kumar, Komal, Ashraf, Tajamul, Thawakar, Omkar et al.2026 · 10 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(11):14968-14987
WorldGuide: Goal-Directed Video World Model for Procedural Task Execution2610.12459v1 · Ankan Deria, Komal Kumar, Hisham Cholakkal et al.2026 · 0 citationsarXiv
Crafting Your Evolving Dreams: Concept-Incremental Versatile Customization.42258692 · Dong, Jiahua, Liang, Wenqi, Li, Hongliu et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):12211-12228
Learning Skills from Historical Action Trajectories: Action Experience Dictionary for World Action Models2609.40219v2 · Qi Lyu, Jiahua Dong, Hao Shen et al.2026 · 0 citationsarXiv
Hard Vision, Easy Vision: What GPT-6 Astra Reveals Across Computer Vision2609.35718v1 · Hanoona Rasheed, Mohammed Irfan Kurpath, Bin Ren et al.2026 · 0 citationsarXiv
Open ultrasound foundation model for robust segmentation and clinical measurement across heterogeneous settings2609.19230v2 · Chao Qin, Fahad Shahbaz Khan, Salman Khan et al.2026 · 0 citationsarXiv
HorizonNet for visual terrain navigation2608.30471v1 · Bertil Grelsson, Andreas Robinson, Michael Felsberg et al.2026 · 3 citations2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS), pp. 149-155
Locate Anything in Videos: Rethinking Efficient Generative Spatio-Temporal Video Grounding2608.28192v1 · Hanoona Rasheed, Haania Siddiqui, Ming-Hsuan Yang et al.2026 · 0 citationsarXiv
Temporal coding enables hyperacuity in event-based vision.42754584 · Assa, Eldad, Rivkind, Alexander, Kreiserman, Michael et al.2026 · 2 citationsNature communications. 2026;17(1)
Gaussian-JEPA: Joint-Embedding Predictive Learning for 3D Gaussian Splats2608.15651v1 · Bin Ren, Qi Ma, Yue Li et al.2026 · 0 citationsarXiv
How Good are Foundation Models in Longitudinal MRI Disease Progression Reasoning?2608.13309v1 · Wafa Al Ghallabi, Ritesh Thawkar, Sara Ghaboura et al.2026 · 0 citationsarXiv
Training-Free Speech-Centric Omni Understanding with Frozen VLMs2609.04242v1 · Ankan Deria, Hanoona Rasheed, Xilin He et al.2026 · 0 citationsarXiv
Concept Drift and Long-Tailed Distribution in Fine-Grained Visual Categorization: Benchmark and Method.41843508 · Ye, Shuo, Chen, Shiming, Wang, Ruxin et al.2026 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):8970-8986
iSeg: An Iterative Refinement-Based Framework for Training-Free Segmentation.41941804 · Sun, Lin, Cao, Jiale, Xie, Jin et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9765-9781
Ground3D-LMM: Fine-Grained 3D Point Grounding and Spatial Reasoning with LMM2607.05493v1 · Amol Harsh, Zongyan Han, Jean Lahoud et al.2026 · 0 citationsarXiv
SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Models2607.01876v1 · Qi Lyu, Jiahua Dong, Baichen Liu et al.2026 · 0 citationsarXiv
StarIR: Convolutional Image Restoration With Spatial-Frequency Fusion.41805516 · Cui, Yuning, Zamir, Syed Waqas, Yang, Ming-Hsuan et al.2026 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):8216-8233
Paying More Attention to Visual Tokens in Self-Evolving Large Multimodal Models2606.27373v1 · Shravan Venkatraman, Ritesh Thawkar, Omkar Thawakar et al.2026 · 0 citationsarXiv
Ask, Solve, Generate: Self-Evolving Unified Multimodal Understanding and Generation via Self-Consistency Rewards2606.27376v1 · Ritesh Thawkar, Shravan Venkatraman, Omkar Thawakar et al.2026 · 0 citationsarXiv
Not All Modalities Are Equal: Instruction-Aware Gating for Multimodal Videos2605.26232v1 · Bonan Ding, Umair Nawaz, Ufaq Khan et al.2026 · 0 citationsarXiv
CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization2605.19436v1 · Ahmed Heakl, Abdelrahman M. Shaker, Youssef Mohamed et al.2026 · 0 citationsarXiv
DocAtlas: Multilingual Document Understanding Across 80+ Languages2605.12623v2 · Ahmed Heakl, Youssef Mohamed, Abdullah Sohail et al.2026 · 0 citationsarXiv
Agentic AI for Remote Sensing: Technical Challenges and Research Directions2604.24919v3 · Muhammad Akhtar Munir, Muhammad Umer Sheikh, Akashah Shabbir et al.2026 · 0 citationsarXiv
GCA Framework: A GCC Countries-Grounded Dataset and Agentic Pipeline for Climate Decision Support2604.12306v3 · Muhammad Umer Sheikh, Khawar Shehzad, Salman Khan et al.2026 · 0 citationsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL), Volume 1: Long Papers, pp. 42494-42506, 2026
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework2604.06170v1 · Komal Kumar, Aman Chadha, Salman Khan et al.2026 · 1 citationarXiv
The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report2604.03198v1 · Bin Ren, Hang Guo, Yan Shu et al.2026 · 0 citationsarXiv
CoME-VL: Scaling Complementary Multi-Encoder Vision-Language Learning2604.03231v1 · Ankan Deria, Komal Kumar, Xilin He et al.2026 · 0 citationsarXiv
WorldCache: Content-Aware Caching for Accelerated Video World Models2603.22286v1 · Umair Nawaz, Ahmed Heakl, Ufaq Khan et al.2026 · 0 citationsarXiv
CoVR-R:Reason-Aware Composed Video Retrieval2603.20190v2 · Omkar Thawakar, Dmitry Demidov, Vaishnav Potlapalli et al.2026 · 0 citationsarXiv
MAviS: A Multimodal Conversational Assistant For Avian Species2603.07294v2 · Yevheniia Kryklyvets, Mohammed Irfan Kurpath, Sahal Shaji Mullappilly et al.2026 · 1 citationarXiv
SED++: A Simple Encoder-Decoder for Improved Open-Vocabulary Semantic Segmentation.41171658 · Zhu, Wenqi, Xie, Bin, Cao, Jiale et al.2025 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
VSCode-V2: Dynamic Prompt Learning for General Visual Salient and Camouflaged Object Detection With Two-Stage Optimization.41269851 · Luo, Ziyang, Liu, Nian, Yang, Xuguang et al.2025 · 6 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
MediX-R1: Open Ended Medical Reinforcement Learning2602.23363v1 · Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Omair Mohamed et al.2026 · 0 citationsarXiv
Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device2602.20161v2 · Abdelrahman Shaker, Ahmed Heakl, Jaseel Muhammad et al.2026 · 0 citationsarXiv
OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents2602.17665v4 · Akashah Shabbir, Muhammad Umer Sheikh, Muhammad Akhtar Munir et al.2026 · 3 citationsarXiv
EoCD: Encoder only Remote Sensing Change Detection2602.05882v1 · Mubashir Noman, Mustansar Fiaz, Hiyam Debary et al.2026 · 0 citationsarXiv
FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models2512.16483v2 · Senmao Li, Kai Wang, Salman Khan et al.2025 · 0 citationsarXiv
A Benchmark for Omni-Modal Reasoning in Long Videos2512.16978v2 · Mohammed Irfan Kurpath, Jaseel Muhammad Kaithakkodan, Jinxing Zhou et al.2025 · 0 citationsarXiv
VLM2GeoVec: Toward Universal Multimodal Embeddings for Remote Sensing2512.11490v2 · Emanuel S'anchez Aimar, Gulnaz Zhambulova, Fahad Shahbaz Khan et al.2025 · 0 citationsarXiv
Bring Your Dreams to Life: Continual Text-to-Video Customization2512.05802v2 · Jiahua Dong, Xudong Wang, Wenqi Liang et al.2025 · 0 citationsarXiv
Video-CoM: Interactive Video Reasoning via Chain of Manipulations2511.23477v1 · Hanoona Rasheed, Mohammed Zumri, Muhammad Maaz et al.2025 · 0 citationsarXiv
Video-R2: Reinforcing Consistent and Grounded Reasoning in Multimodal Language Models2511.23478v2 · Muhammad Maaz, Hanoona Rasheed, Fahad Shahbaz Khan et al.2025 · 0 citationsarXiv
MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities2511.20650v1 · Tooba Tehreem Sheikh, Jean Lahoud, Rao Muhammad Anwer et al.2025 · 0 citationsarXiv
Diversity Has Always Been There in Your Visual Autoregressive Models2511.17074v1 · Tong Wang, Guanyu Yang, Nian Liu et al.2025 · 0 citationsarXiv
EvoLMM: Self-Evolving Large Multimodal Models with Continuous Rewards2511.16672v4 · Omkar Thawakar, Shravan Venkatraman, Ritesh Thawkar et al.2025 · 0 citationsarXiv
Burst Image Restoration and Enhancement.38241114 · Dudhane, Akshay, Zamir, Syed Waqas, Khan, Salman et al.2025 · 11 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9454-9467
Synergistic Neural Forecasting of Air Pollution with Stochastic Sampling2510.23977v1 · Yohan Abeysinghe, Muhammad Akhtar Munir, Sanoojan Baliah et al.2025 · 0 citationsarXiv
RainDiff: End-to-end Precipitation Nowcasting Via Token-wise Attention Diffusion2510.14962v1 · Thao Nguyen, Jiaqi Ma, Fahad Shahbaz Khan et al.2025 · 0 citationsarXiv
MATRIX: Multimodal Agent Tuning for Robust Tool-Use Reasoning2510.08567v3 · Tajamul Ashraf, Umair Nawaz, Abdelrahman M. Shaker et al.2025 · 0 citationsarXiv
GeoVLM-R1: Reinforcement Fine-Tuning for Improved Remote Sensing Reasoning2509.25026v3 · Mustansar Fiaz, Hiyam Debary, Paolo Fraccaro et al.2025 · 0 citationsarXiv
Career total: at least 499 works. 319 are in this corpus.Showing the 50 most recent.
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