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Papers
Bidirectional Normalizing Flow: From Data to Noise and Back
CVPR 2026
GenMatLab: A Generative Platform for Inverse Materials Design
AAAI 2026
KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare
AAAI 2026
Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling
AAAI 2026
Native and Compact Structured Latents for 3D Generation
CVPR 2026
Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics
AAAI 2026
TouchDream: 3D Object Completion through Imagined Touch
CVPR 2026
Autoencoders in Function Space
JMLR 2025
A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods
AAAI 2025
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests
AAAI 2025
Continual Speech Learning with Fused Speech Features
Interspeech 2025
Counterfactual Generative Modeling with Variational Causal Inference
ICLR 2025
Deep MMD Gradient Flow without adversarial training
ICLR 2025
Density Ratio Estimation with Conditional Probability Paths
ICML 2025
Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts
ICML 2025
Disentangled Motion Modeling for Video Frame Interpolation
AAAI 2025
EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery
ICML 2025
Elucidating the Design Space of Multimodal Protein Language Models
ICML 2025
Energy-Weighted Flow Matching for Offline Reinforcement Learning
ICLR 2025
Exponential-Family Harmoniums with Neural Sufficient Statistics
AAAI 2025
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
ICLR 2025
Generating Physical Dynamics under Priors
ICLR 2025
Generator Matching: Generative modeling with arbitrary Markov processes
ICLR 2025
Geometric Generative Modeling with Noise-Conditioned Graph Networks
ICML 2025
GIF: Generative Inspiration for Face Recognition at Scale
CVPR 2025