Kexuan Shi

6 papers · 2024–2026 · 3 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 (13)

Venues

CVPR (3) ICCV (2) ICML (1)

Top co-authors

Shuhang Gu (6) Leheng Zhang (4) Weiyi You (2) Xingyu Zhou (2) Jin Xiao (1) Mingyang Zhang (1) Xiaorui Zhao (1) Hai Chen (1) Kai Chen (1) Junyu Lou (1)

Research topics

Computer Vision (6) Deep Learning (5) Processing (5) Machine Learning (4) Architectures (3) Optimization & Theory · Machine Learning (3) Core Methods (2) Models (2) Analysis (1) Application Areas (1) Generation (1) Learning Types (1) Optimization & Theory · Deep Learning (1)

Keywords

spectral bia (2) implicit neural representation (2) diffusion model (2) image restoration (2) multi-layer perceptron (2) real-time processing (1) perceptual quality (1) uncertainty estimation (1) gradient adjustment (1) positional encoding (1) one-step inference (1) distribution alignment (1) one-step generation (1) consistency training (1) image enhancement (1) noise scheduling (1) probability flow ode (1) bilateral grid (1) color mapping (1) image signal processor (1)

Papers

Task-Aware Image Signal Processor for Advanced Visual Perception CVPR 2026 Consistency Trajectory Matching for One-Step Generative Super-Resolution ICCV 2025 Inductive Gradient Adjustment for Spectral Bias in Implicit Neural Representations ICML 2025 Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025 Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model CVPR 2025 Improved Implicit Neural Representation with Fourier Reparameterized Training CVPR 2024