Application Areas

Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts ACL 2023 DETRDistill: A Universal Knowledge Distillation Framework for DETR-families ICCV 2023 DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023 DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023 DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline ICLR 2023 DFPC: Data flow driven pruning of coupled channels without data. ICLR 2023 DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning NeurIPS 2023 Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023 Dialect Transfer for Swiss German Speech Translation EMNLP 2023 DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ACL 2023 Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents EMNLP 2023 DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias EMNLP 2023 DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023 DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking ICLR 2023 DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning NeurIPS 2023 Difference-Masking: Choosing What to Mask in Continued Pretraining EMNLP 2023 Differentiable Model Selection for Ensemble Learning IJCAI 2023 Differentially Private Adapters for Parameter Efficient Acoustic Modeling Interspeech 2023 Differentially Private Adaptive Optimization with Delayed Preconditioners ICLR 2023 Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap COLT 2023 Differentially Private and Lazy Online Convex Optimization COLT 2023 Differentially Private Approximate Near Neighbor Counting in High Dimensions NeurIPS 2023 Differentially Private Condorcet Voting AAAI 2023 Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NeurIPS 2023 Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023