Muzammal Naseer
33 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
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CVPR (13)
ICCV (7)
MICCAI (5)
ICLR (3)
AAAI (2)
COLING (1)
NAACL (1)
WACV (1)
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Research topics
Keywords
vision-language model
(7)
contrastive learning
(5)
prompt learning
(4)
zero-shot learning
(4)
self-supervised learning
(4)
visual question answering
(3)
vision transformer
(3)
semi-supervised learning
(2)
adversarial attack
(2)
zero-shot transfer
(2)
representation learning
(2)
transfer learning
(2)
remote sensing
(2)
generative model
(2)
visual grounding
(2)
adversarial robustness
(2)
multimodal learning
(2)
adversarial training
(2)
video transformer
(2)
zero-shot classification
(2)
Papers
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs
NAACL 2025
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models
CVPR 2025
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
CVPR 2025
STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models
CVPR 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
CVPR 2025
Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology
MICCAI 2025
MixANT: Observation-dependent Memory Propagation for Stochastic Dense Action Anticipation
ICCV 2025
Vision-Language Neural Graph Featurization for Extracting Retinal Lesions
ICCV 2025
Learning to Prompt with Text Only Supervision for Vision-Language Models
AAAI 2025
AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment
COLING 2025
Enhancing Novel Object Detection via Cooperative Foundational Models
WACV 2025
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
AAAI 2024
VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
CVPR 2024
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
CVPR 2024
Composed Video Retrieval via Enriched Context and Discriminative Embeddings
CVPR 2024
GeoChat: Grounded Large Vision-Language Model for Remote Sensing
CVPR 2024
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts
ICLR 2024
BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning
MICCAI 2024
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning
MICCAI 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
Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition
ICCV 2023
CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search
CVPR 2023
Boosting Adversarial Transferability using Dynamic Cues
ICLR 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
FLIP: Cross-domain Face Anti-spoofing with Language Guidance
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
Orthogonal Projection Loss
ICCV 2021
On Generating Transferable Targeted Perturbations
ICCV 2021
A Self-supervised Approach for Adversarial Robustness
CVPR 2020