probabilistic framework

LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight ACL 2026 Photo Dating by Facial Age Aggregation WACV 2026 Training-free Detection of Generated Videos via Spatial-Temporal Likelihoods CVPR 2026 A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning ICML 2025 Consensus-Driven Active Model Selection ICCV 2025 Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data ICML 2025 Efficient Generative Modeling with Residual Vector Quantization-Based Tokens ICML 2025 Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints ICML 2025 PIPA: Preference Alignment as Prior-Informed Statistical Estimation ICML 2025 Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025 Rapid Mismatch Estimation via Neural Network Informed Variational Inference CoRL 2025 SyncSDE: A Probabilistic Framework for Diffusion Synchronization CVPR 2025 Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts ICML 2025 Challenging margin-based speaker embedding extractors by using the variational information bottleneck Interspeech 2024 GRaCE: Balancing Multiple Criteria to Achieve Stable, Collision-Free, and Functional Grasps RSS 2024 Image Background Serves as Good Proxy for Out-of-distribution Data ICLR 2024 SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning ICML 2024 A Probabilistic Framework for Discovering New Intents ACL 2023 A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023 Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States NeurIPS 2023 Meta-Uncertainty in Bayesian Model Comparison AISTATS 2023 PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment ICCV 2023 Probabilistic Categorical Adversarial Attack and Adversarial Training ICML 2023