Efficient Computing

Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization CVPR 2023 Learning to Maximize Mutual Information for Dynamic Feature Selection ICML 2023 Learning to Super-resolve Dynamic Scenes for Neuromorphic Spike Camera AAAI 2023 Learning to Upsample by Learning to Sample ICCV 2023 Learning To Zoom and Unzoom CVPR 2023 Learning with Auxiliary Activation for Memory-Efficient Training ICLR 2023 LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ACL 2023 Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023 Less is More: Focus Attention for Efficient DETR ICCV 2023 Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis NeurIPS 2023 LGPConv: Learnable Gaussian Perturbation Convolution for Lightweight Pansharpening IJCAI 2023 LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023 LightVoc: An Upsampling-Free GAN Vocoder Based On Conformer And Inverse Short-time Fourier Transform Interspeech 2023 Lightweight and Efficient Spoken Language Identification of Long-form Audio Interspeech 2023 Lightweight Transformer for Multi-Modal Object Detection (Student Abstract) AAAI 2023 Lightweight Video Denoising Using Aggregated Shifted Window Attention WACV 2023 Lightweight Vision Transformer with Bidirectional Interaction NeurIPS 2023 LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification ICLR 2023 LinkLab 2.0: A Multi-tenant Programmable IoT Testbed for Experimentation with Edge-Cloud Integration NSDI 2023 LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing NeurIPS 2023 LLM-FP4: 4-Bit Floating-Point Quantized Transformers EMNLP 2023 LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023 LLM-Pruner: On the Structural Pruning of Large Language Models NeurIPS 2023 LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence ICLR 2023 Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving CVPR 2023