conftrace_

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

An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity AAAI 2026
On the Robustness of Bandit Multiple Testing AAAI 2026
MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs AAAI 2026
Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026
SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026
Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking ACL 2026
Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
AniGrad: Anisotropic Gradient-Adaptive Sampling for 3D Reconstruction From Monocular Video CVPR 2025
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories CVPR 2025
Guiding Diffusion Models with Adaptive Negative Sampling Without External Resources ICCV 2025
GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis CVPR 2025
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing CVPR 2025
GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud AAAI 2025
What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning NAACL 2025
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation CVPR 2025
Sampling Innovation-Based Adaptive Compressive Sensing CVPR 2025
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024
Grammar-Aligned Decoding NIPS 2024
HashPoint: Accelerated Point Searching and Sampling for Neural Rendering CVPR 2024
Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution AAAI 2024
Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024