Muhammad Haris Khan
46 papers · 2015–2026 · 9 venues · across top CS/AI venues
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Machine Learning
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domain generalization
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object detection
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vision-language model
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domain shift
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diffusion model
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domain adaptation
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confidence calibration
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semi-supervised learning
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data augmentation
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unsupervised learning
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model calibration
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neural network
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semantic segmentation
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few-shot learning
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adversarial robustness
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prototype alignment
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vision transformer
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self-supervised learning
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transfer learning
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uncertainty quantification
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Papers
Balancing Multimodal Domain Generalization via Gradient Modulation and Projection
AAAI 2026
DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution
EACL 2026
FCC: Fully Connected Correlation for One-Shot Segmentation
WACV 2026
Foundation Model Priors Enhance Object Focus in Feature Space for Source-Free Object Detection
CVPR 2026
GCA Framework: A GCC Countries–Grounded Dataset and Agentic Pipeline for Climate Decision Support
ACL 2026
Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers
CVPR 2026
Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision
CVPR 2026
StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks
CVPR 2026
Towards Calibrating Prompt Tuning of Vision- Language Models
CVPR 2026
Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score
WACV 2026
Towards Multimodal Domain Generalization with Few Labels
CVPR 2026
VFace: A Training-Free Approach for Diffusion-Based Video Face Swapping
WACV 2026
Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading
WACV 2025
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization
WACV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models
WACV 2025
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation
CVPR 2025
Leveraging 2D Priors and SDF Guidance for Urban Scene Rendering
ICCV 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
AAAI 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
CVPR 2025
O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models
CVPR 2025
Realistic and Efficient Face Swapping: A Unified Approach with Diffusion Models
WACV 2025
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data
ICCV 2025
Towards Robust Training via Gradient-Diversified Backpropagation
WACV 2025
Unsupervised Discovery of Facial Landmarks and Head Pose
CVPR 2025
Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification
Interspeech 2024
Discrete Cycle-Consistency Based Unsupervised Deep Graph Matching
AAAI 2024
Generalizing to Unseen Domains in Diabetic Retinopathy Classification
WACV 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
CVPR 2024
Pose-Guided Self-Training with Two-Stage Clustering for Unsupervised Landmark Discovery
CVPR 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
NeurIPS 2024
Towards Generalizing to Unseen Domains with Few Labels
CVPR 2024
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
CVPR 2024
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
CVPR 2023
Cal-DETR: Calibrated Detection Transformer
NeurIPS 2023
MSI: Maximize Support-Set Information for Few-Shot Segmentation
ICCV 2023
Multiclass Confidence and Localization Calibration for Object Detection
CVPR 2023
HM: Hybrid Masking for Few-Shot Segmentation
ECCV 2022
Towards Improving Calibration in Object Detection Under Domain Shift
NeurIPS 2022
Video Instance Segmentation via Multi-Scale Spatio-Temporal Split Attention Transformer
ECCV 2022
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection
NeurIPS 2021
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces
CVPR 2020
Cross-Domain Transferability of Adversarial Perturbations
NeurIPS 2019
Deep Contextual Attention for Human-Object Interaction Detection
ICCV 2019
Mask-Guided Attention Network for Occluded Pedestrian Detection
ICCV 2019
Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization
ICCV 2017
TRIC-track: Tracking by Regression With Incrementally Learned Cascades
ICCV 2015