Learning Paradigms

Curriculum Learning for Self-supervised Speaker Verification Interspeech 2023 Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023 Dataset Distillation with Convexified Implicit Gradients ICML 2023 Decentralized Learning With Multi-Headed Distillation CVPR 2023 DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NeurIPS 2023 Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization Interspeech 2023 DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness AAAI 2023 Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum ICML 2023 Denoising Multi-Similarity Formulation: A Self-Paced Curriculum-Driven Approach for Robust Metric Learning AAAI 2023 DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023 Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023 Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Distributed Offline Policy Optimization Over Batch Data AISTATS 2023 Distributed Sparse Regression via Penalization JMLR 2023 Distributed Stochastic Nested Optimization for Emerging Machine Learning Models: Algorithm and Theory AAAI 2023 Distributional Meta-Gradient Reinforcement Learning ICLR 2023 DisWOT: Student Architecture Search for Distillation WithOut Training CVPR 2023 Diversity-Aware Meta Visual Prompting CVPR 2023 Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision? ICLR 2023 Domain-General Crowd Counting in Unseen Scenarios AAAI 2023 Doubly Adversarial Federated Bandits ICML 2023 DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023 Dropout Is NOT All You Need to Prevent Gradient Leakage AAAI 2023 Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity AISTATS 2023