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adaptive sampling

143 papers

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Co-occurring keywords · papers mentioning both

multi-armed bandit (14) sample complexity (8) reinforcement learning (8) computational efficiency (6) markov chain monte carlo (6) importance sampling (6) variance reduction (6) diffusion model (6) bayesian inference (6) approximation algorithm (5)

Papers

RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning UAI 2025 Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025 Sampling Innovation-Based Adaptive Compressive Sensing CVPR 2025 Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation CVPR 2025 What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025 Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024 Adaptive Sampling for Efficient Softmax Approximation NeurIPS 2024 Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction ICML 2024 Efficient Backpropagation with Variance Controlled Adaptive Sampling ICLR 2024 Geometry-Aware Projective Mapping for Unbounded Neural Radiance Fields ICLR 2024 Grammar-Aligned Decoding NeurIPS 2024 HashPoint: Accelerated Point Searching and Sampling for Neural Rendering CVPR 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows NeurIPS 2024 Optimal Multi-Distribution Learning COLT 2024 PINNACLE: PINN Adaptive ColLocation and Experimental points selection ICLR 2024 Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024 Reconstruction-free Cascaded Adaptive Compressive Sensing CVPR 2024 Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution AAAI 2024 Statistical curriculum learning: An elimination algorithm achieving an oracle risk COLT 2024 AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning With Masked Autoencoders CVPR 2023 Adaptive Sparse Pairwise Loss for Object Re-Identification CVPR 2023 Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm ICML 2023 BANSAC: A Dynamic BAyesian Network for Adaptive SAmple Consensus ICCV 2023 Best Arm Identification with Fixed Budget: A Large Deviation Perspective NeurIPS 2023