conftrace_

sampling efficiency

22 papers

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Co-occurring keywords

diffusion model (3751) image generation (2073) reinforcement learning (4352) generative model (2892) markov chain monte carlo (725) flow matching (149) efficient sampling (6) model-based reinforcement learning (415) trajectory optimization (133) optimal control (218)

Papers

ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling WACV 2026
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories CVPR 2025
Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation CVPR 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025
RaSS: Improving Denoising Diffusion Samplers with Reinforced Active Sampling Scheduler CVPR 2025
Diffusion Model is Effectively Its Own Teacher CVPR 2025
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture CVPR 2024
Timing as an Action: Learning When to Observe and Act AISTATS 2024
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models NIPS 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs NIPS 2024
Fixed Point Diffusion Models CVPR 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
Binary Latent Diffusion CVPR 2023
Lagrangian manifold Monte Carlo on Monge patches AISTATS 2022
SEAGuL: Sample Efficient Adversarially Guided Learning of Value Functions L4DC 2021
Rao-Blackwellised parallel MCMC AISTATS 2021
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering NIPS 2020
Sample-efficient Cross-Entropy Method for Real-time Planning CORL 2020
Transfer of Temporal Logic Formulas in Reinforcement Learning IJCAI 2019
Stochastic Gradient Monomial Gamma Sampler ICML 2017
Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices NIPS 2010