← Authors

Ziwei Liu

209 papers · 2015–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (155) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🏠 Conference Loyalist (22) 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (43) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (23) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (34) 🧬 Topic Evolution πŸ† Keyword Champion (28) πŸ“ˆ Trend Setter ⚑ Prolific Year (25) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ❓ The Questioner (4) πŸ’Ž Century Club (208) πŸ—ƒοΈ Keyword Collector (698)

Conferences

CVPR (71) ECCV (38) ICCV (38) NIPS (22) ICLR (21) AAAI (7) ACL (4) ICML (3) WACV (3) IJCAI (1) NAACL (1)

Top co-authors

Chen Change Loy (43) Dahua Lin (34) Liang Pan (29) Zhongang Cai (22) Lei Yang (21) Fangzhou Hong (20) Hang Zhou (16) Jingkang Yang (15) Tong Wu (14) Zhaoxi Chen (14)

Research topics

Representation (1) Core AI (1)

Keywords

diffusion model (28) image generation (12) 3d reconstruction (11) multimodal learning (10) semantic segmentation (10) human pose estimation (8) generative model (8) video generation (8) representation learning (8) novel view synthesis (8) neural radiance field (8) 3d vision (7) few-shot learning (7) benchmark evaluation (6) generative adversarial network (6) contrastive learning (6) point cloud (6) gaussian splatting (5) instance segmentation (5) autonomous driving (5)

Papers

Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026
Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency ICCV 2025
Material Anything: Generating Materials for Any 3D Object via Diffusion CVPR 2025
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion CVPR 2025
Disco4D: Disentangled 4D Human Generation and Animation from a Single Image CVPR 2025
SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters CVPR 2025
HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation CVPR 2025
LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025
EgoLife: Towards Egocentric Life Assistant CVPR 2025
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution ICLR 2025
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion ICLR 2025
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers CVPR 2025
WildAvatar: Learning In-the-wild 3D Avatars from the Web CVPR 2025
Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM ICML 2025
SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality ICLR 2025
DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes ICLR 2025
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation ICLR 2025
Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding WACV 2025
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ACL 2025
Dynamic Parallel Tree Search for Efficient LLM Reasoning ACL 2025
MMInA: Benchmarking Multihop Multimodal Internet Agents ACL 2025
EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025
Generative Gaussian Splatting for Unbounded 3D City Generation CVPR 2025
MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D CVPR 2025
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models CVPR 2025
Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion CVPR 2025
VistaDream: Sampling multiview consistent images for single-view scene reconstruction ICCV 2025
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion ICCV 2025
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model ICCV 2025
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025
DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior ICCV 2025
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers ICCV 2025
Dual-Expert Consistency Model for Efficient and High-Quality Video Generation ICCV 2025
GauUpdate: New Object Insertion in 3D Gaussian Fields with Consistent Global Illumination ICCV 2025
GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography ICCV 2025
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation CVPR 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation CVPR 2024
Towards Language-Driven Video Inpainting via Multimodal Large Language Models CVPR 2024
InstructVideo: Instructing Video Diffusion Models with Human Feedback CVPR 2024
VideoBooth: Diffusion-based Video Generation with Image Prompts CVPR 2024
URHand: Universal Relightable Hands CVPR 2024
GauHuman: Articulated Gaussian Splatting from Monocular Human Videos CVPR 2024
Move Anything with Layered Scene Diffusion CVPR 2024
FreeInit: Bridging Initialization Gap in Video Diffusion Models ECCV 2024
4D Contrastive Superflows are Dense 3D Representation Learners ECCV 2024
FunQA: Towards Surprising Video Comprehension ECCV 2024
Octopus: Embodied Vision-Language Programmer from Environmental Feedback ECCV 2024
AID: Attention Interpolation of Text-to-Image Diffusion NIPS 2024
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials NIPS 2024
Large-Vocabulary 3D Diffusion Model with Transformer ICLR 2024
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion ICLR 2024
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling ICLR 2024
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation ICLR 2024
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment ICLR 2024
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation ICLR 2024
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction ICLR 2024
StructLDM: Structured Latent Diffusion for 3D Human Generation ECCV 2024
TC4D: Trajectory-Conditioned Text-to-4D Generation ECCV 2024
ReSyncer: Rewiring Style-based Generator for Unified Audio-Visually Synced Facial Performer ECCV 2024
GroupDiff: Diffusion-based Group Portrait Editing ECCV 2024
WHAC: World-grounded Humans and Cameras ECCV 2024
Omni6D: Large-Vocabulary 3D Object Dataset for Category-Level 6D Object Pose Estimation ECCV 2024
Nymeria: A Massive Collection of Egocentric Multi-modal Human Motion in the Wild ECCV 2024
ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance ECCV 2024
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time ECCV 2024
MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo ECCV 2024
Large Motion Model for Unified Multi-Modal Motion Generation ECCV 2024
MMBENCH: Is Your Multi-Modal Model an All-around Player? ECCV 2024
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation ECCV 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models NIPS 2024
L4GM: Large 4D Gaussian Reconstruction Model NIPS 2024
CityDreamer: Compositional Generative Model of Unbounded 3D Cities CVPR 2024
HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting CVPR 2024
AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation CVPR 2024
FreeU: Free Lunch in Diffusion U-Net CVPR 2024
SinSR: Diffusion-Based Image Super-Resolution in a Single Step CVPR 2024
SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering CVPR 2024
Vlogger: Make Your Dream A Vlog CVPR 2024
VBench: Comprehensive Benchmark Suite for Video Generative Models CVPR 2024
FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation CVPR 2024
Link-Context Learning for Multimodal LLMs CVPR 2024
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling ICCV 2023
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars NIPS 2023
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation NIPS 2023
PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation NIPS 2023
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing NIPS 2023
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation NIPS 2023
What Makes Good Examples for Visual In-Context Learning? NIPS 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models NIPS 2023
InsActor: Instruction-driven Physics-based Characters NIPS 2023
4D Panoptic Scene Graph Generation NIPS 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023
Robust Video Portrait Reenactment via Personalized Representation Quantization AAAI 2023
F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories CVPR 2023
StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-Based Generator CVPR 2023
LaserMix for Semi-Supervised LiDAR Semantic Segmentation CVPR 2023
Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation CVPR 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation CVPR 2023
Panoptic Video Scene Graph Generation CVPR 2023
Detecting and Grounding Multi-Modal Media Manipulation CVPR 2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing CVPR 2023
Deep Geometrized Cartoon Line Inbetweening ICCV 2023
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing ICCV 2023
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions ICCV 2023
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-Centric Rendering ICCV 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ICCV 2023
DeformToon3D: Deformable Neural Radiance Fields for 3D Toonification ICCV 2023
UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation ICCV 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces ICCV 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023
Rethinking Range View Representation for LiDAR Segmentation ICCV 2023
Text2Performer: Text-Driven Human Video Generation ICCV 2023
SHERF: Generalizable Human NeRF from a Single Image ICCV 2023
Masked Frequency Modeling for Self-Supervised Visual Pre-Training ICLR 2023
DiffMimic: Efficient Motion Mimicking with Differentiable Physics ICLR 2023
Sparse Mixture-of-Experts are Domain Generalizable Learners ICLR 2023
EVA3D: Compositional 3D Human Generation from 2D Image Collections ICLR 2023
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction ICLR 2023
BiBench: Benchmarking and Analyzing Network Binarization ICML 2023
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies NIPS 2022
BiBERT: Accurate Fully Binarized BERT ICLR 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022
Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation ECCV 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation ECCV 2022
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing ECCV 2022
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis ECCV 2022
StyleSwap: Style-Based Generator Empowers Robust Face Swapping ECCV 2022
Relighting4D: Neural Relightable Human from Videos ECCV 2022
Detecting and Recovering Sequential DeepFake Manipulation ECCV 2022
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset ECCV 2022
SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation AAAI 2022
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing AAAI 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms ECCV 2022
HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling ECCV 2022
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection NIPS 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 2022
Audio-Driven Co-Speech Gesture Video Generation NIPS 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions ICML 2022
TAda! Temporally-Adaptive Convolutions for Video Understanding ICLR 2022
Mind the Gap in Distilling StyleGANs ECCV 2022
Panoptic Scene Graph Generation ECCV 2022
Unsupervised Image-to-Image Translation With Generative Prior CVPR 2022
Full-Range Virtual Try-On With Recurrent Tri-Level Transform CVPR 2022
Conditional Prompt Learning for Vision-Language Models CVPR 2022
Bailando: 3D Dance Generation by Actor-Critic GPT With Choreographic Memory CVPR 2022
Balanced MSE for Imbalanced Visual Regression CVPR 2022
UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation ECCV 2022
TCTrack: Temporal Contexts for Aerial Tracking CVPR 2022
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer CVPR 2022
Speech2Talking-Face: Inferring and Driving a Face with Synchronized Audio-Visual Representation IJCAI 2021
Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion NIPS 2021
BlockPlanner: City Block Generation With Vectorized Graph Representation ICCV 2021
Person-in-Context Synthesis With Compositional Structural Space WACV 2021
Unsupervised Object-Level Representation Learning from Scene Images NIPS 2021
Energy-Based Open-World Uncertainty Modeling for Confidence Calibration ICCV 2021
Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs ICLR 2021
Garment4D: Garment Reconstruction from Point Cloud Sequences NIPS 2021
Few-Shot Object Detection via Association and DIscrimination NIPS 2021
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts ICLR 2021
Robust Reference-Based Super-Resolution via C2-Matching CVPR 2021
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation CVPR 2021
Deep Animation Video Interpolation in the Wild CVPR 2021
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis CVPR 2021
Variational Relational Point Completion Network CVPR 2021
Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021
LiDAR-Based Panoptic Segmentation via Dynamic Shifting Network CVPR 2021
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021
Adversarial Robustness Under Long-Tailed Distribution CVPR 2021
Visually Informed Binaural Audio Generation without Binaural Audios CVPR 2021
Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency ICCV 2021
Differentiable Dynamic Wirings for Neural Networks ICCV 2021
Talk-To-Edit: Fine-Grained Facial Editing via Dialog ICCV 2021
Incorporating Convolution Designs Into Visual Transformers ICCV 2021
Semantically Coherent Out-of-Distribution Detection ICCV 2021
Knowledge Distillation Meets Self-Supervision ECCV 2020
Open Compound Domain Adaptation CVPR 2020
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation CVPR 2020
Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images CVPR 2020
Online Deep Clustering for Unsupervised Representation Learning CVPR 2020
When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020
Self-Supervised Scene De-Occlusion CVPR 2020
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention WACV 2020
Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation ECCV 2020
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations ECCV 2020
Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement ECCV 2020
Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations ECCV 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets ECCV 2020
Vision-Infused Deep Audio Inpainting ICCV 2019
Hybrid Task Cascade for Instance Segmentation CVPR 2019
Instance-Level Facial Attributes Transfer with Geometry-Aware Flow AAAI 2019
Talking Face Generation by Adversarially Disentangled Audio-Visual Representation AAAI 2019
Self-Supervised Learning via Conditional Motion Propagation CVPR 2019
Large-Scale Long-Tailed Recognition in an Open World CVPR 2019
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild ICCV 2019
CARAFE: Content-Aware ReAssembly of FEatures ICCV 2019
Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ECCV 2018
Adaptive Affinity Fields for Semantic Segmentation ECCV 2018
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR 2017
Video Frame Synthesis Using Deep Voxel Flow ICCV 2017
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016
Deep Learning Face Attributes in the Wild ICCV 2015
Semantic Image Segmentation via Deep Parsing Network ICCV 2015