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Jeya Maria Jose Valanarasu

14 papers · 2021–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (27) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (69) πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive

Venues

MIDL (4) WACV (4) CVPR (3) ICLR (2) ECCV (1)

Top co-authors

Vishal M. Patel (9) Vibashan VS (2) Vishal Patel (2) Curtis Langlotz (2) Rajeev Yasarla (2) Elsie Gyang Ross (1) Louis Blankemeier (1) Tanvi Deshpande (1) Vishwanath Sindagi (1) Ilker Hacihaliloglu (1)

Research topics

Deep Learning (9) Machine Learning (9) Computer Vision (8) Learning Types (5) Artificial Intelligence (4) Processing (4) Healthcare & Medicine (3) Application Areas (3) Architectures (3) Clinical (3) Domain-Specific (3) Models (3) Analysis (2) Core AI (2) Learning Paradigms (2)

Keywords

medical image segmentation (3) image restoration (2) self-supervised learning (2) representation learning (1) variational inference (1) domain adaptation (1) probabilistic modeling (1) entropy minimization (1) uncertainty quantification (1) video enhancement (1) image dehazing (1) medical imaging (1) batch normalization (1) source-free domain adaptation (1) test-time adaptation (1) feature learning (1) video restoration (1) adverse weather removal (1) image harmonization (1) transformer architecture (1)

Papers

Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning CVPR 2026 ReBotNet: Fast Real-Time Video Enhancement WACV 2025 Time-to-Event Pretraining for 3D Medical Imaging ICLR 2025 Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation MIDL 2024 Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training MIDL 2024 MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models ECCV 2024 Self-Supervised Denoising Transformer With Gaussian Process WACV 2024 Target and task specific source-free domain adaptive image segmentation MIDL 2024 Ambiguous Medical Image Segmentation Using Diffusion Models CVPR 2023 Fine-Context Shadow Detection Using Shadow Removal WACV 2023 Interactive Portrait Harmonization ICLR 2023 On-the-Fly Test-time Adaptation for Medical Image Segmentation MIDL 2023 TransWeather: Transformer-Based Restoration of Images Degraded by Adverse Weather Conditions CVPR 2022 Overcomplete Deep Subspace Clustering Networks WACV 2021