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Generative Models

6,381 papers

Papers per year

Papers

PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation NIPS 2024
Learning Bregman Divergences with Application to Robustness NIPS 2024
SDformer: Similarity-driven Discrete Transformer For Time Series Generation NIPS 2024
Molecule Generation with Fragment Retrieval Augmentation NIPS 2024
Benchmarking Counterfactual Image Generation NIPS 2024
Discrete Flow Matching NIPS 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation NIPS 2024
Metric Flow Matching for Smooth Interpolations on the Data Manifold NIPS 2024
Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification NIPS 2024
PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NIPS 2024
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies NIPS 2024
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization NIPS 2024
Fisher Flow Matching for Generative Modeling over Discrete Data NIPS 2024
StegaStyleGAN: Towards Generic and Practical Generative Image Steganography AAAI 2024
Molecular Optimization Model with Patentability Constraint AAAI 2024
Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model AAAI 2024
DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized Temporal Contrastive Learning AAAI 2024
Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution AAAI 2024
Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation AAAI 2024
Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction AAAI 2024
DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation AAAI 2024
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation AAAI 2024
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption AAAI 2024
WeditGAN: Few-Shot Image Generation via Latent Space Relocation AAAI 2024
Evaluate Geometry of Radiance Fields with Low-Frequency Color Prior AAAI 2024