uncertainty modeling

Breaking Spurious Correlations: Uncertainty-Driven Causal Transformers for AU Detection CVPR 2026 Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling AAAI 2026 Envisioning the Future, One Step at a Time CVPR 2026 GSV2X: Geometry-Aware Uncertainty Modeling and Orthogonal Fusion for Robust Roadside Perception CVPR 2026 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 Scmhl5 at SemEval-2026 Task 3: Uncertainty-Aware Adversarial Learning for Embedding Enhancement in Dimensional Aspect-Based Sentiment Analysis SemEval 2026 K^2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting ICML 2025 CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework CVPR 2025 Diffusion-Based Particle-DETR for BEV Perception WACV 2025 Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection AAAI 2025 EnvPoser: Environment-aware Realistic Human Motion Estimation from Sparse Observations with Uncertainty Modeling CVPR 2025 Evaluating Logit-Based GOP Scores for Mispronunciation Detection Interspeech 2025 EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory CVPR 2025 Exploring the Potential of Large Vision-Language Models for Unsupervised Text-Based Person Retrieval AAAI 2025 Federated Posterior Sharing for Multi-Agent Systems in Uncertain Environments L4DC 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 Partially Matching Submap Helps: Uncertainty Modeling and Propagation for Text to Point Cloud Localization ICCV 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 Semantic Ambiguity Modeling and Propagation for Fine-Grained Visual Cross View Geo-Localization AAAI 2025 Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024 A surprisal oracle for when every layer counts CoNLL 2024 CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving IJCAI 2024