Jian Ren

48 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (50) 🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (39) 👑 Triple Crown 🔬 Deep Specialist (12) ❓ The Questioner (2) 💎 Century Club (48) ⚡ Prolific Year (12) 📈 Trend Setter 🚀 Conference Pioneer 🔥 Unstoppable (7) 🗃️ Keyword Collector (190)

Conferences

CVPR (19) ICLR (7) NIPS (7) ECCV (5) ICCV (4) ICML (3) AAAI (2) WACV (1)

Top co-authors

Sergey Tulyakov (39) Yanyu Li (12) Aliaksandr Siarohin (11) Yanzhi Wang (11) Junli Cao (9) Ju Hu (9) Anil Kag (9) Hsin-Ying Lee (8) Menglei Chai (8) Kyle Olszewski (7)

Research topics

Architectures (1) Core AI (1)

Keywords

diffusion model (11) image generation (6) model compression (5) video generation (5) 3d reconstruction (5) text-to-image generation (4) multimodal learning (4) novel view synthesis (4) neural rendering (3) efficient computing (3) transformer architecture (3) vision transformer (3) generative adversarial network (3) knowledge distillation (3) latency optimization (3) pose estimation (2) unsupervised learning (2) model architecture (2) video synthesis (2) attention mechanism (2)

Papers

Scalable Ranked Preference Optimization for Text-to-Image Generation ICCV 2025

MaskControl: Spatio-Temporal Control for Masked Motion Synthesis ICCV 2025

Lightweight Predictive 3D Gaussian Splats ICLR 2025

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training CVPR 2025

SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device CVPR 2025

Wonderland: Navigating 3D Scenes from a Single Image CVPR 2025

E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation ICML 2024

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion ICLR 2024

Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors ICLR 2024

Efficient Training with Denoised Neural Weights ECCV 2024

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model NIPS 2024

AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NIPS 2024

SF-V: Single Forward Video Generation Model NIPS 2024

SPAD: Spatially Aware Multi-View Diffusers CVPR 2024

TextCraftor: Your Text Encoder Can be Image Quality Controller CVPR 2024

Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis CVPR 2024

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers CVPR 2024

Real-Time Neural Light Field on Mobile Devices CVPR 2023

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds NIPS 2023

LightSpeed: Light and Fast Neural Light Fields on Mobile Devices NIPS 2023

CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning AAAI 2023

Make-a-Story: Visual Memory Conditioned Consistent Story Generation CVPR 2023

Invertible Neural Skinning CVPR 2023

Unsupervised Volumetric Animation CVPR 2023

SINE: SINgle Image Editing With Text-to-Image Diffusion Models CVPR 2023

Rethinking Vision Transformers for MobileNet Size and Speed ICCV 2023

Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation ICLR 2023

3D generation on ImageNet ICLR 2023

COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models ICML 2023

Cross-Modal 3D Shape Generation and Manipulation ECCV 2022

RA-Depth: Resolution Adaptive Self-Supervised Monocular Depth Estimation ECCV 2022

R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis ECCV 2022

InOut: Diverse Image Outpainting via GAN Inversion CVPR 2022

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization ICLR 2022

Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022

EfficientFormer: Vision Transformers at MobileNet Speed NIPS 2022

Are Multimodal Transformers Robust to Missing Modality? CVPR 2022

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning CVPR 2022

SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? ICML 2021

Teachers Do More Than Teach: Compressing Image-to-Image Models CVPR 2021

Motion Representations for Articulated Animation CVPR 2021

A Good Image Generator Is What You Need for High-Resolution Video Synthesis ICLR 2021

Flow Guided Transformable Bottleneck Networks for Motion Retargeting CVPR 2021

Best Frame Selection in a Short Video WACV 2020

Neural Hair Rendering ECCV 2020

EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019

Personalized Image Aesthetics ICCV 2017