model optimization

Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient NeurIPS 2024 Conformer-Based Speech Recognition On Extreme Edge-Computing Devices NAACL 2024 Data Diversity Matters for Robust Instruction Tuning EMNLP 2024 DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024 FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores ICLR 2024 How to Protect Copyright Data in Optimization of Large Language Models? AAAI 2024 Improving Equivariant Model Training via Constraint Relaxation NeurIPS 2024 Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning WACV 2024 On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning EMNLP 2024 Scaling Up Authorship Attribution NAACL 2024 Vision Mamba Mender NeurIPS 2024 Beyond Black-Boxes: Teaching Complex Machine Learning Ideas through Scaffolded Interactive Activities AAAI 2023 Boosted Dynamic Neural Networks AAAI 2023 Domain Generalization via Balancing Training Difficulty and Model Capability ICCV 2023 MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023 Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023 Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance MLHC 2023 YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors CVPR 2023 An Efficient Training Approach for Very Large Scale Face Recognition CVPR 2022 Efficient Architecture Search for Diverse Tasks NeurIPS 2022 FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition AAAI 2022 Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method NeurIPS 2022 Latency Control for Keyword Spotting Interspeech 2022 NAS-VAD: Neural Architecture Search for Voice Activity Detection Interspeech 2022 Token Dropping for Efficient BERT Pretraining ACL 2022