Jian Ren

Lightweight Predictive 3D Gaussian Splats ICLR 2025 MaskControl: Spatio-Temporal Control for Masked Motion Synthesis ICCV 2025 Scalable Ranked Preference Optimization for Text-to-Image Generation ICCV 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 AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NeurIPS 2024 BitsFusion: 1.99 bits Weight Quantization of Diffusion Model NeurIPS 2024 E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation ICML 2024 Efficient Training with Denoised Neural Weights ECCV 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 Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers CVPR 2024 SF-V: Single Forward Video Generation Model NeurIPS 2024 Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis CVPR 2024 SPAD: Spatially Aware Multi-View Diffusers CVPR 2024 TextCraftor: Your Text Encoder Can be Image Quality Controller CVPR 2024 3D generation on ImageNet ICLR 2023 CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning AAAI 2023 COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models ICML 2023 Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation ICLR 2023 Invertible Neural Skinning CVPR 2023 LightSpeed: Light and Fast Neural Light Fields on Mobile Devices NeurIPS 2023 Make-a-Story: Visual Memory Conditioned Consistent Story Generation CVPR 2023 Real-Time Neural Light Field on Mobile Devices CVPR 2023 Rethinking Vision Transformers for MobileNet Size and Speed ICCV 2023 SINE: SINgle Image Editing With Text-to-Image Diffusion Models CVPR 2023 SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds NeurIPS 2023 Unsupervised Volumetric Animation CVPR 2023 Are Multimodal Transformers Robust to Missing Modality? CVPR 2022 Cross-Modal 3D Shape Generation and Manipulation ECCV 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization ICLR 2022 InOut: Diverse Image Outpainting via GAN Inversion CVPR 2022 Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NeurIPS 2022 R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis ECCV 2022 RA-Depth: Resolution Adaptive Self-Supervised Monocular Depth Estimation ECCV 2022 Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning CVPR 2022 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 Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? ICML 2021 Motion Representations for Articulated Animation CVPR 2021 SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021 Teachers Do More Than Teach: Compressing Image-to-Image Models 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