Muzammal Naseer

LATA: Laplacian-Assisted Transductive Adaptation for Conformal Uncertainty in Medical VLMs CVPR 2026 SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs CVPR 2026 AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025 DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation CVPR 2025 Enhancing Novel Object Detection via Cooperative Foundational Models WACV 2025 Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology MICCAI 2025 Learning to Prompt with Text Only Supervision for Vision-Language Models AAAI 2025 MixANT: Observation-dependent Memory Propagation for Stochastic Dense Action Anticipation ICCV 2025 STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models CVPR 2025 STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection CVPR 2025 VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs NAACL 2025 Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025 Vision-Language Neural Graph Featurization for Extracting Retinal Lesions ICCV 2025 BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning MICCAI 2024 Composed Video Retrieval via Enriched Context and Discriminative Embeddings CVPR 2024 GeoChat: Grounded Large Vision-Language Model for Remote Sensing CVPR 2024 Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning MICCAI 2024 LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts ICLR 2024 MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation MICCAI 2024 PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning MICCAI 2024 Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery CVPR 2024 S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024 VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding CVPR 2024 Boosting Adversarial Transferability using Dynamic Cues ICLR 2023 CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search CVPR 2023 FLIP: Cross-domain Face Anti-spoofing with Language Guidance ICCV 2023 PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023 Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023 Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition ICCV 2023 Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023 On Improving Adversarial Transferability of Vision Transformers ICLR 2022 Self-Supervised Video Transformer CVPR 2022 On Generating Transferable Targeted Perturbations ICCV 2021 Orthogonal Projection Loss ICCV 2021 A Self-supervised Approach for Adversarial Robustness CVPR 2020