Deep Learning

Fast Contextual Scene Graph Generation With Unbiased Context Augmentation CVPR 2023 Fast Saturating Gate for Learning Long Time Scales with Recurrent Neural Networks AAAI 2023 Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023 Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity AISTATS 2023 Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy CVPR 2023 GANs as Gradient Flows that Converge JMLR 2023 Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels JMLR 2023 Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023 Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023 Global-Local Regularization Via Distributional Robustness AISTATS 2023 Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023 HDVIO: Improving Localization and Disturbance Estimation with Hybrid Dynamics VIO RSS 2023 HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent AISTATS 2023 HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023 H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023 How much does Initialization Affect Generalization? ICML 2023 How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques ACL 2023 Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection ICML 2023 ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition ICCV 2023 Improved Distribution Matching for Dataset Condensation CVPR 2023 Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling EMNLP 2023 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023 Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers AAAI 2023 Improving Transformer-based Program Repair Model through False Behavior Diagnosis EMNLP 2023 Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023