Application Areas

Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023 AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration CVPR 2023 Accommodating Audio Modality in CLIP for Multimodal Processing AAAI 2023 Accountable authentication with privacy protection: The Larch system for universal login OSDI 2023 Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023 Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations ICML 2023 Accurate and Structured Pruning for Efficient Automatic Speech Recognition Interspeech 2023 Accurate Fairness: Improving Individual Fairness without Trading Accuracy AAAI 2023 Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats ICLR 2023 Achievement-Based Training Progress Balancing for Multi-Task Learning ICCV 2023 Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023 ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER ACL 2023 A Close Look into the Calibration of Pre-trained Language Models ACL 2023 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023 A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) NeurIPS 2023 A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023 A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models EMNLP 2023 A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT ACL 2023 A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023 A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023 A Coreset Learning Reality Check AAAI 2023 Acoustic NLOS Imaging with Cross Modal Knowledge Distillation IJCAI 2023 A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment ICML 2023 A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification AAAI 2023 Activate and Reject: Towards Safe Domain Generalization under Category Shift ICCV 2023