← Authors

Sifei Liu

58 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (75) 🏠 Conference Loyalist (29) πŸ”¬ Deep Specialist (11) πŸ‘₯ Mega-Team (25) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (27) ⚑ Prolific Year (11) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (247) πŸ’Ž Century Club (58)

Conferences

CVPR (29) NIPS (9) ICCV (7) ICLR (6) ECCV (5) ICML (1) RSS (1)

Top co-authors

Jan Kautz (27) Ming-Hsuan Yang (22) Xiaolong Wang (22) Shalini De Mello (21) Xueting Li (18) Hongxu Yin (6) Yang Fu (6) An-Chieh Cheng (6) Varun Jampani (5) Wonmin Byeon (5)

Keywords

self-supervised learning (9) semantic segmentation (8) image generation (5) diffusion model (4) semi-supervised learning (4) image synthesis (4) graph neural network (3) generative model (3) object pose estimation (3) vision-language model (3) video understanding (3) novel view synthesis (3) 3d reconstruction (3) camera pose estimation (3) contrastive learning (3) convolutional neural network (3) vision language model (3) hand-object interaction (3) image super-resolution (2) dense correspondence (2)

Papers

NVILA: Efficient Frontier Visual Language Models CVPR 2025
Scaling Vision Pre-Training to 4K Resolution CVPR 2025
NaVILA: Legged Robot Vision-Language-Action Model for Navigation RSS 2025
Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025
Token-Efficient VLM: High-Resolution Image Understanding via Dynamic Region Proposal ICCV 2025
3D-SPATIAL MULTIMODAL MEMORY ICLR 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network CVPR 2025
BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations CVPR 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images ICLR 2025
HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data CVPR 2024
COLMAP-Free 3D Gaussian Splatting CVPR 2024
CosAE: Learnable Fourier Series for Image Restoration NIPS 2024
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models NIPS 2024
TUVF: Learning Generalizable Texture UV Radiance Fields ICLR 2024
3D Reconstruction with Generalizable Neural Fields using Scene Priors ICLR 2024
Compositional Text-to-Image Generation with Dense Blob Representations ICML 2024
A Unified Approach for Text- and Image-guided 4D Scene Generation CVPR 2024
Communication-Efficient Collaborative Perception via Information Filling with Codebook CVPR 2024
RegionGPT: Towards Region Understanding Vision Language Model CVPR 2024
RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos CVPR 2024
Open-Vocabulary Panoptic Segmentation With Text-to-Image Diffusion Models CVPR 2023
Zero-Shot Pose Transfer for Unrigged Stylized 3D Characters CVPR 2023
Self-Supervised Super-Plane for Neural 3D Reconstruction CVPR 2023
Affordance Diffusion: Synthesizing Hand-Object Interactions CVPR 2023
Generalizable One-shot 3D Neural Head Avatar NIPS 2023
Autoregressive 3D Shape Generation via Canonical Mapping ECCV 2022
GroupViT: Semantic Segmentation Emerges From Text Supervision CVPR 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge From GANs CVPR 2022
Scraping Textures from Natural Images for Synthesis and Editing ECCV 2022
Learning Continuous Environment Fields via Implicit Functions ICLR 2022
Contrastive Syn-to-Real Generalization ICLR 2021
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation NIPS 2021
Learning 3D Dense Correspondence via Canonical Point Autoencoder NIPS 2021
Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time CVPR 2021
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes CVPR 2021
Learning to Track Instances without Video Annotations CVPR 2021
Learning Continuous Image Representation With Local Implicit Image Function CVPR 2021
Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion ICCV 2021
Self-Supervised Object Detection via Generative Image Synthesis ICCV 2021
Video Matting via Consistency-Regularized Graph Neural Networks ICCV 2021
Self-Supervised Viewpoint Learning From Image Collections CVPR 2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild NIPS 2020
Self-supervised Single-view 3D Reconstruction via Semantic Consistency ECCV 2020
SCOPS: Self-Supervised Co-Part Segmentation CVPR 2019
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments CVPR 2019
Learning Propagation for Arbitrarily-Structured Data ICCV 2019
Joint-task Self-supervised Learning for Temporal Correspondence NIPS 2019
Learning Linear Transformations for Fast Image and Video Style Transfer CVPR 2019
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018
Rendering Portraitures from Monocular Camera and Beyond ECCV 2018
Context-aware Synthesis and Placement of Object Instances NIPS 2018
Switchable Temporal Propagation Network ECCV 2018
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos ICCV 2017
Learning Affinity via Spatial Propagation Networks NIPS 2017
Generative Face Completion CVPR 2017
Multi-Objective Convolutional Learning for Face Labeling CVPR 2015
Structured Face Hallucination CVPR 2013