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Generative Models

6381 directly classified papers

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Papers

Pluggable Watermarking of Deepfake Models for Deepfake Detection IJCAI 2024
Discriminative Feature Decoupling Enhancement for Speech Forgery Detection IJCAI 2024
Bring Metric Functions into Diffusion Models IJCAI 2024
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation NIPS 2024
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series NIPS 2024
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation NIPS 2024
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting NIPS 2024
Consistency Models for Scalable and Fast Simulation-Based Inference NIPS 2024
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training NIPS 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization NIPS 2024
Return of Unconditional Generation: A Self-supervised Representation Generation Method NIPS 2024
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations NIPS 2024
Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework INTERSPEECH 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR INTERSPEECH 2024
FairWire: Fair Graph Generation NIPS 2024
Metric Space Magnitude for Evaluating the Diversity of Latent Representations NIPS 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning NIPS 2024
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NIPS 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models NIPS 2024
Learning Identifiable Factorized Causal Representations of Cellular Responses NIPS 2024
MeLLoC: Lossless Compression with High-order Mechanism Learning NIPS 2024
Towards a Scalable Reference-Free Evaluation of Generative Models NIPS 2024
APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs NIPS 2024
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models NIPS 2024
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space COLING 2024