uncertainty modeling

69 papers

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Co-occurring keywords

uncertainty quantification (1365) bayesian inference (1904) gaussian distribution (127) knowledge distillation (3680) autonomous driving (1142) depth estimation (1540) probabilistic modeling (851) pose estimation (1012) weakly supervised learning (1323) multimodal learning (4622)

Papers

Modeling and Learning Multiple Hypotheses for Monocular 3D Object Detection WACV 2026

Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026

MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation WACV 2026

Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling AAAI 2026

EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory CVPR 2025

Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection AAAI 2025

Pisets: A Robust Speech Recognition System for Lectures and Interviews NAACL 2025

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection AAAI 2025

EnvPoser: Environment-aware Realistic Human Motion Estimation from Sparse Observations with Uncertainty Modeling CVPR 2025

LoGU: Long-form Generation with Uncertainty Expressions ACL 2025

Exploring the Potential of Large Vision-Language Models for Unsupervised Text-Based Person Retrieval AAAI 2025

Diffusion-Based Particle-DETR for BEV Perception WACV 2025

Semantic Ambiguity Modeling and Propagation for Fine-Grained Visual Cross View Geo-Localization AAAI 2025

Partially Matching Submap Helps: Uncertainty Modeling and Propagation for Text to Point Cloud Localization ICCV 2025

CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework CVPR 2025

Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024

Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024

Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024

CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving IJCAI 2024

A surprisal oracle for when every layer counts CONLL 2024

Single Image Depth Prediction Made Better: A Multivariate Gaussian Take CVPR 2023

Learning Analytical Posterior Probability for Human Mesh Recovery CVPR 2023

Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction ICCV 2023

MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model CVPR 2023