Nithin Gopalakrishnan Nair

11 papers · 2023–2025 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 💎 Century Club · Bronze ⚡ Prolific Year · Productive

🗃️ Keyword Collector (52)

Venues

WACV (5) CVPR (3) ICCV (2) ECCV (1)

Top co-authors

Vishal M. Patel (8) Vishal Patel (3) Wele Gedara Chaminda Bandara (3) Kangfu Mei (2) Rama Chellappa (2) Jay N. Paranjape (1) Srinivas Kaza (1) Yasiru Ranasinghe (1) Maitreya Suin (1) Stephen Lombardi (1)

Research topics

Deep Learning (9) Models (8) Computer Vision (7) Generation (6) Artificial Intelligence (3) Machine Learning (3) Analysis (3) Application Areas (3) Processing (3) Core AI (2) Learning Paradigms (2) Learning Types (2) Architectures (1) Core Methods (1) Techniques (1)

Keywords

diffusion model (7) image generation (3) image restoration (3) face recognition (2) image super-resolution (2) image colorization (2) image synthesis (2) constraint satisfaction (1) parameter-efficient transfer learning (1) feature extraction (1) remote sensing (1) perceptual quality (1) domain adaptation (1) image regression (1) synthetic data (1) image inpainting (1) change detection (1) low-rank adaptation (1) domain generalization (1) zero-shot learning (1)

Papers

DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Remote Sensing Change Detection WACV 2025 GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration CVPR 2025 Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors WACV 2025 PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition WACV 2025 Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data ICCV 2025 CrowdDiff: Multi-hypothesis Crowd Density Estimation using Diffusion Models CVPR 2024 Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration WACV 2024 MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models ECCV 2024 AT-DDPM: Restoring Faces Degraded by Atmospheric Turbulence Using Denoising Diffusion Probabilistic Models WACV 2023 Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis ICCV 2023 Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models CVPR 2023