Vishwanath Saragadam

12 papers · 2019–2026 · 6 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Diamond 🗺️ Taxonomy Completionist (30)

🧬 Topic Evolution 🗃️ Keyword Collector (56) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze 🌈 Renaissance Researcher (7)

Venues

CVPR (7) ECCV (1) ICCV (1) ICLR (1) NeurIPS (1) WACV (1)

Top co-authors

Ashok Veeraraghavan (4) Guha Balakrishnan (4) Jasper Tan (2) Richard G. Baraniuk (2) Emma Alexander (2) Alper Kayabasi (2) Stanley Osher (1) Oliver Cossairt (1) Khuong Duy Nguyen (1) Daniel LeJeune (1)

Research topics

Computer Vision (7) Deep Learning (5) Processing (5) Machine Learning (4) Analysis (3) Architectures (3) Core Methods (3) Models (3) Artificial Intelligence (2) Mathematics & Optimization (2) Core AI (2) Domain-Specific (2) Generation (2) Mathematics (2) Optimization & Theory (2)

Keywords

implicit neural representation (4) image denoising (2) signal representation (1) video generation (1) machine translation (1) data augmentation (1) depth estimation (1) signal processing (1) image reconstruction (1) video super-resolution (1) fourier analysis (1) wavelet transform (1) neural network optimization (1) efficient computing (1) language modeling (1) object detection (1) parameter sharing (1) fourier transform (1) finite difference (1) image restoration (1)

Papers

CARD: Correlation Aware Restoration with Diffusion CVPR 2026 Thermal is Always Wild: Characterizing and Addressing Challenges in Thermal-Only Novel View Synthesis CVPR 2026 The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations CVPR 2026 Bias for Action: Video Implicit Neural Representations with Bias Modulation CVPR 2025 Implicit Neural Representations and the Algebra of Complex Wavelets ICLR 2024 Snapshot Lidar: Fourier Embedding of Amplitude and Phase for Single-Image Depth Reconstruction CVPR 2024 Thermal Spread Functions (TSF): Physics-Guided Material Classification CVPR 2023 WIRE: Wavelet Implicit Neural Representations CVPR 2023 Improving Transformer with an Admixture of Attention Heads NeurIPS 2022 MINER: Multiscale Implicit Neural Representation ECCV 2022 SliceNets -- A Scalable Approach for Object Detection in 3D CT Scans WACV 2021 Micro-Baseline Structured Light ICCV 2019