Ilya Zharkov

12 papers · 2021–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🏆 Grand Slam 🔥 Unstoppable (5) 🗃️ Keyword Collector (57) 💎 Century Club (11)

Conferences

CVPR (5) AAAI (1) ECCV (1) ICCV (1) ICLR (1) ICML (1) NIPS (1) WACV (1)

Top co-authors

Luming Liang (9) Tianyu Ding (9) Tianyi Chen (6) Zhihui Zhu (3) Ulrich Neumann (2) Yiqi Zhong (2) Jiachen Jiang (2) Victoria Fernandez Abrevaya (1) Faezeh Amjadi (1) Haidong Zhu (1)

Keywords

frame interpolation (2) diffusion model (2) video prediction (2) neural network compression (1) video generation (1) occlusion handling (1) vision transformer (1) weakly supervised learning (1) video super-resolution (1) image super-resolution (1) model pruning (1) real-time processing (1) feature fusion (1) optical flow (1) semantic segmentation (1) transformer architecture (1) perceptual quality (1) parameter efficiency (1) structured pruning (1) model compression (1)

Papers

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions AAAI 2026

Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression CVPR 2025

OFER: Occluded Face Expression Reconstruction CVPR 2025

DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs ICML 2025

CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering ECCV 2024

DREAM: Diffusion Rectification and Estimation-Adaptive Models CVPR 2024

Motion Graph Unleashed: A Novel Approach to Video Prediction NIPS 2024

Lightweight Portrait Matting via Regional Attention and Refinement WACV 2024

OTOv2: Automatic, Generic, User-Friendly ICLR 2023

MMVP: Motion-Matrix-Based Video Prediction ICCV 2023

RSTT: Real-Time Spatial Temporal Transformer for Space-Time Video Super-Resolution CVPR 2022

CDFI: Compression-Driven Network Design for Frame Interpolation CVPR 2021