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Generative Models

6,381 papers

Papers per year

Papers

VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization NIPS 2024
Neural Cover Selection for Image Steganography NIPS 2024
A Tractable Inference Perspective of Offline RL NIPS 2024
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs NIPS 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NIPS 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
Generative Retrieval Meets Multi-Graded Relevance NIPS 2024
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields NIPS 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling NIPS 2024
Unity by Diversity: Improved Representation Learning for Multimodal VAEs NIPS 2024
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors NIPS 2024
FastDrag: Manipulate Anything in One Step NIPS 2024
Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines NIPS 2024
Full-Atom Peptide Design with Geometric Latent Diffusion NIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models NIPS 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NIPS 2024
Pricing and Competition for Generative AI NIPS 2024
Accelerating Relative Entropy Coding with Space Partitioning NIPS 2024
On Divergence Measures for Training GFlowNets NIPS 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler NIPS 2024
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering NIPS 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NIPS 2024
Personalized Federated Learning via Feature Distribution Adaptation NIPS 2024
Generating Highly Designable Proteins with Geometric Algebra Flow Matching NIPS 2024