Kaiwen Zheng
17 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π¬ Deep Specialist (10)
π€
Dynamic Duo
(13)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(89)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Deep Learning
(13)
Models
(11)
Computer Vision
(9)
Machine Learning
(9)
Generation
(8)
Optimization & Theory Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Optimization & Theory Β· Deep Learning
(3)
Analysis
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Processing
(2)
Keywords
diffusion model
(10)
generative model
(4)
ordinary differential equation
(2)
ode solver
(2)
likelihood estimation
(2)
maximum likelihood
(2)
probability flow ode
(2)
image restoration
(2)
latent space
(2)
3d vision
(1)
continuous control
(1)
text generation
(1)
transfer learning
(1)
maximum likelihood estimation
(1)
neural network optimization
(1)
image-to-image translation
(1)
video generation
(1)
motion generation
(1)
score matching
(1)
image translation
(1)
Papers
Cortex: Achieving Low-Latency, Cost-Efficient Remote Data Access For LLM via Semantic-Aware Knowledge Caching
NSDI 2026
Diffusion Bridge Implicit Models
ICLR 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
ICML 2025
Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering
ICML 2025
Elucidating the Preconditioning in Consistency Distillation
ICLR 2025
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
ICLR 2025
Visual Generation Without Guidance
ICML 2025
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
NeurIPS 2024
Consistency Diffusion Bridge Models
NeurIPS 2024
Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance
CVPR 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
NeurIPS 2024
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
ICLR 2024
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics
NeurIPS 2023
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs
ICML 2023
Learning Sample Relationship for Exposure Correction
CVPR 2023
PREIM3D: 3D Consistent Precise Image Attribute Editing From a Single Image
CVPR 2023
Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching
ICML 2022