Efficient Computing

MobileOne: An Improved One Millisecond Mobile Backbone CVPR 2023 MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023 Motion Information Propagation for Neural Video Compression CVPR 2023 Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023 MSCFFN: A New FFN with Multi-Space Cross to Accelerate Transformer EMNLP 2023 NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction CVPR 2023 NarrowBERT: Accelerating Masked Language Model Pretraining and Inference ACL 2023 NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid CVPR 2023 Network Expansion for Practical Training Acceleration CVPR 2023 Neumann Network With Recursive Kernels for Single Image Defocus Deblurring CVPR 2023 Neural Fourier Filter Bank CVPR 2023 Neural Lens Modeling CVPR 2023 Neural Video Compression With Diverse Contexts CVPR 2023 Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud AAAI 2023 No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models NeurIPS 2023 OctFormer: Efficient Octree-Based Transformer for Point Cloud Compression with Local Enhancement AAAI 2023 Omni Aggregation Networks for Lightweight Image Super-Resolution CVPR 2023 OMPQ: Orthogonal Mixed Precision Quantization AAAI 2023 Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling EMNLP 2023 OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023 Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling EMNLP 2023 Parameter Efficient Local Implicit Image Function Network for Face Segmentation CVPR 2023 PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023 Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NeurIPS 2023