← Authors

Ming-Yu Liu

69 papers · 2013–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (106) 🏠 Conference Loyalist (27) 🌱 Topic Pioneer πŸ† Keyword Champion πŸ† Grand Slam 🧬 Topic Evolution πŸ”¬ Deep Specialist (14) 🀝 Dynamic Duo (20) πŸ‘₯ Mega-Team (28) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (13) ⚑ Prolific Year (9) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (287) πŸ’Ž Century Club (69)

Conferences

CVPR (27) NIPS (13) ICCV (9) ECCV (7) ICLR (3) ICML (3) AAAI (1) ACL (1) CORL (1) EMNLP (1) IJCAI (1) RSS (1) WACV (1)

Top co-authors

Jan Kautz (20) Ting-Chun Wang (12) Arun Mallya (9) Qinsheng Zhang (7) Xiaodong Yang (7) Tsung-Yi Lin (7) Xun Huang (7) Oncel Tuzel (6) Ming-Hsuan Yang (5) Sanja Fidler (5)

Research topics

Computer Vision (1)

Keywords

generative model (7) semantic segmentation (6) video generation (6) generative adversarial network (5) unsupervised learning (5) image generation (4) image captioning (4) object detection (4) adversarial training (4) diffusion model (4) neural network (4) image-to-image translation (3) few-shot learning (3) image synthesis (3) video understanding (3) multimodal learning (3) 3d reconstruction (3) video synthesis (3) depth estimation (3) image translation (3)

Papers

DreamGen: Unlocking Generalization in Robot Learning through Video World Models CORL 2025
Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling ICLR 2025
A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation CVPR 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator ICML 2025
ArtiScene: Language-Driven Artistic 3D Scene Generation Through Image Intermediary CVPR 2025
Articulated Kinematics Distillation from Video Diffusion Models CVPR 2025
Dynamic Camera Poses and Where to Find Them CVPR 2025
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation ICML 2025
High-Quality Joint Image and Video Tokenization with Causal VAE ICLR 2025
EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation ICLR 2025
HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation CVPR 2025
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models CVPR 2025
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation CVPR 2024
Condition-Aware Neural Network for Controlled Image Generation CVPR 2024
JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation CVPR 2024
DiffCollage: Parallel Generation of Large Content With Diffusion Models CVPR 2023
Magic3D: High-Resolution Text-to-3D Content Creation CVPR 2023
Neuralangelo: High-Fidelity Neural Surface Reconstruction CVPR 2023
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation ICML 2023
SPACE: Speech-driven Portrait Animation with Controllable Expression ICCV 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models ICCV 2023
ATT3D: Amortized Text-to-3D Object Synthesis ICCV 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
Implicit Warping for Animation with Image Sets NIPS 2022
Generating Long Videos of Dynamic Scenes NIPS 2022
Multimodal Conditional Image Synthesis with Product-of-Experts GANs ECCV 2022
Implicit Neural Representations with Levels-of-Experts NIPS 2022
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds ICCV 2021
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing CVPR 2021
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis NIPS 2021
SymGAN: Orientation Estimation without Annotation for Symmetric Objects WACV 2020
Learning compositional functions via multiplicative weight updates NIPS 2020
On the distance between two neural networks and the stability of learning NIPS 2020
Learning to Generate Multiple Style Transfer Outputs for an Input Sentence ACL 2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020
Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020
COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder ECCV 2020
World-Consistent Video-to-Video Synthesis ECCV 2020
UFOΒ²: A Unified Framework towards Omni-supervised Object Detection ECCV 2020
STEP: Spatio-Temporal Progressive Learning for Video Action Detection CVPR 2019
Neural Turtle Graphics for Modeling City Road Layouts ICCV 2019
PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows ICCV 2019
Meta-Sim: Learning to Generate Synthetic Datasets ICCV 2019
Few-Shot Unsupervised Image-to-Image Translation ICCV 2019
Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI 2019
Dancing to Music NIPS 2019
Few-shot Video-to-Video Synthesis NIPS 2019
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification CVPR 2019
Semantic Image Synthesis With Spatially-Adaptive Normalization CVPR 2019
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR 2018
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR 2018
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR 2018
Video-to-Video Synthesis NIPS 2018
Context-aware Synthesis and Placement of Object Instances NIPS 2018
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR 2018
A Closed-form Solution to Photorealistic Image Stylization ECCV 2018
Superpixel Sampling Networks ECCV 2018
Multimodal Unsupervised Image-to-image Translation ECCV 2018
Unsupervised Image-to-Image Translation Networks NIPS 2017
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017
CASENet: Deep Category-Aware Semantic Edge Detection CVPR 2017
Tactics of Adversarial Attack on Deep Reinforcement Learning Agents IJCAI 2017
Gaussian Conditional Random Field Network for Semantic Segmentation CVPR 2016
Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising CVPR 2016
Coupled Generative Adversarial Networks NIPS 2016
Layered Interpretation of Street View Images RSS 2015
Recursive Context Propagation Network for Semantic Scene Labeling NIPS 2014
Joint Geodesic Upsampling of Depth Images CVPR 2013