Efficient Computing

LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency COLING 2022 Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NeurIPS 2022 LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ICML 2022 LCSM: A Lightweight Complex Spectral Mapping Framework for Stereophonic Acoustic Echo Cancellation Interspeech 2022 Learnable Lookup Table for Neural Network Quantization CVPR 2022 Learned Queries for Efficient Local Attention CVPR 2022 Learned Simulators for Turbulence ICLR 2022 Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NeurIPS 2022 Learning Based Multi-Modality Image and Video Compression CVPR 2022 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning ICLR 2022 Learning From the CNN-Based Compressed Domain WACV 2022 Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022 Learning Maritime Obstacle Detection From Weak Annotations by Scaffolding WACV 2022 Learning Strides in Convolutional Neural Networks ICLR 2022 Learning the Physics of Particle Transport via Transformers AAAI 2022 Learning to Accelerate Partial Differential Equations via Latent Global Evolution NeurIPS 2022 Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022 Learning to Configure Computer Networks with Neural Algorithmic Reasoning NeurIPS 2022 Learning To Find Good Models in RANSAC CVPR 2022 Learning When to Translate for Streaming Speech ACL 2022 Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022 Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time ICML 2022 Leveraging Inter-Layer Dependency for Post -Training Quantization NeurIPS 2022 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT Interspeech 2022