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Bayesian Inference

4821 directly classified papers

Papers per year

Papers

UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning CVPR 2025
Uncertainty-Aware Diffusion-Guided Refinement of 3D Scenes ICCV 2025
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences CVPR 2025
Partially Matching Submap Helps: Uncertainty Modeling and Propagation for Text to Point Cloud Localization ICCV 2025
Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention ICCV 2025
Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization ICCV 2025
Probabilistic Inertial Poser (ProbIP): Uncertainty-aware Human Motion Modeling from Sparse Inertial Sensors ICCV 2025
ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction ICCV 2025
AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025
UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality EMNLP 2025
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity EMNLP 2025
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA EMNLP 2025
Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025
Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning EMNLP 2025
SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning EMNLP 2025
Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025
AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025
How To Make Your Cell Tracker Say "I dunno!" ICCV 2025
pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models EMNLP 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards EMNLP 2025
SyncSDE: A Probabilistic Framework for Diffusion Synchronization CVPR 2025
Case-Based Decision-Theoretic Decoding with Quality Memories EMNLP 2025
An Automatic Method to Estimate Correctness of RAG COLING 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR 2025
Image Reconstruction from Readout-Multiplexed Single-Photon Detector Arrays CVPR 2025