Bayesian Inference

Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning ICML 2024 Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates ICML 2024 Calibrating LLM-Based Evaluator COLING 2024 CarbonNovo: Joint Design of Protein Structure and Sequence Using a Unified Energy-based Model ICML 2024 Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024 Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction EMNLP 2024 Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions ICLR 2024 Causal vs. Anticausal merging of predictors NeurIPS 2024 CausVSR: Causality Inspired Visual Sentiment Recognition IJCAI 2024 CCSum: A Large-Scale and High-Quality Dataset for Abstractive News Summarization NAACL 2024 Centroid-Based Efficient Minimum Bayes Risk Decoding ACL 2024 CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion CVPR 2024 CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic Segmentation AAAI 2024 Challenges and Considerations in the Evaluation of Bayesian Causal Discovery ICML 2024 Challenging margin-based speaker embedding extractors by using the variational information bottleneck Interspeech 2024 Choose the Final Translation from NMT and LLM Hypotheses Using MBR Decoding: HW-TSC’s Submission to the WMT24 General MT Shared Task EMNLP 2024 Choosy Babies Need One Coach: Inducing Mode-Seeking Behavior in BabyLlama with Reverse KL Divergence CoNLL 2024 Coarse-to-Fine Concept Bottleneck Models NeurIPS 2024 COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits ICLR 2024 Colour Passing Revisited: Lifted Model Construction with Commutative Factors AAAI 2024 Comparing Comparators in Generalization Bounds AISTATS 2024 Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities ICLR 2024 Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference NeurIPS 2024 Conditional Velocity Score Estimation for Image Restoration WACV 2024 Confidence Interval Estimation of Predictive Performance in the Context of AutoML AutoML 2024