Efficient Computing

Accelerating Toeplitz Neural Network with Constant-time Inference Complexity EMNLP 2023 Accelerating Transducers through Adjacent Token Merging Interspeech 2023 Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023 AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration CVPR 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 Coreset Learning Reality Check AAAI 2023 Active Image Indexing ICLR 2023 Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma Interspeech 2023 Active Learning for Multilingual Semantic Parser EACL 2023 Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection ICCV 2023 AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-Realistic Style Transfer AAAI 2023 AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023 AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning With Masked Autoencoders CVPR 2023 AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts ICCV 2023 AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing ICCV 2023 Adapting Language Models to Compress Contexts EMNLP 2023 Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NeurIPS 2023 Adapting Shortcut With Normalizing Flow: An Efficient Tuning Framework for Visual Recognition CVPR 2023 Adaptive Channel Sparsity for Federated Learning Under System Heterogeneity CVPR 2023 Adaptive Frequency Filters As Efficient Global Token Mixers ICCV 2023 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023 Adaptive Neural Network Quantization For Lightweight Speaker Verification Interspeech 2023