Application Areas

From Adaptive Query Release to Machine Unlearning ICML 2023 From adaptive score normalization to adaptive data normalization for speaker verification systems Interspeech 2023 From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework ACL 2023 From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification EMNLP 2023 From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels ICCV 2023 From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning ICML 2023 From Perception to Programs: Regularize, Overparameterize, and Amortize ICML 2023 From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models ACL 2023 From Pseudorandomness to Multi-Group Fairness and Back COLT 2023 From Robustness to Privacy and Back ICML 2023 Frugal Prompting for Dialog Models EMNLP 2023 Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023 FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation ICCV 2023 FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks AAAI 2023 Full Scaling Automation for Sustainable Development of Green Data Centers IJCAI 2023 Fully-Adaptive Composition in Differential Privacy ICML 2023 Functional Renyi Differential Privacy for Generative Modeling NeurIPS 2023 Function-Consistent Feature Distillation ICLR 2023 FusedF0: Improving DNN-based F0 Estimation by Fusion of Summary-Correlograms and Raw Waveform Representations of Speech Signals Interspeech 2023 Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications NeurIPS 2023 Fusion or Defusion? Flexible Vision-and-Language Pre-Training ACL 2023 FUSQA: Fetal Ultrasound Segmentation Quality Assessment MIDL 2023 FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023 FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering EACL 2023 GAIN: On the Generalization of Instructional Action Understanding ICLR 2023