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adaptive sampling

123 papers

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Co-occurring keywords

multi-armed bandit (1098) computational efficiency (362) markov chain monte carlo (725) sample complexity (1169) reinforcement learning (4352) variance reduction (523) diffusion model (3751) point cloud (1480) bayesian inference (1907) stochastic gradient descent (1091)

Papers

Adaptive Sampling for Efficient Softmax Approximation NIPS 2024
Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024
HashPoint: Accelerated Point Searching and Sampling for Neural Rendering CVPR 2024
Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation ICML 2023
Adaptive Sparse Pairwise Loss for Object Re-Identification CVPR 2023
Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing NIPS 2023
Dionysus: Recovering Scene Structures by Dividing Into Semantic Pieces CVPR 2023
Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs EMNLP 2023
Dynamic PlenOctree for Adaptive Sampling Refinement in Explicit NeRF ICCV 2023
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm ICML 2023
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning With Masked Autoencoders CVPR 2023
BANSAC: A Dynamic BAyesian Network for Adaptive SAmple Consensus ICCV 2023
Best Arm Identification with Fixed Budget: A Large Deviation Perspective NIPS 2023
Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022
SGD with Coordinate Sampling: Theory and Practice JMLR 2022
Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022
On Elimination Strategies for Bandit Fixed-Confidence Identification NIPS 2022
Adaptive Sampling for Discovery NIPS 2022
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations NIPS 2022
AdaMixer: A Fast-Converging Query-Based Object Detector CVPR 2022
Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022