Efficient Computing

R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization NAACL 2024 Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices NeurIPS 2024 Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024 Real Time GAZED: Online Shot Selection and Editing of Virtual Cameras From Wide-Angle Monocular Video Recordings WACV 2024 Real-Time Polyp Detection in Colonoscopy Using Lightweight Transformer WACV 2024 REAVER: Real-time Earthquake Prediction with Attention-based Sliding-Window Spectrograms IJCAI 2024 RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations ICLR 2024 RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation ICLR 2024 Recurrent Early Exits for Federated Learning with Heterogeneous Clients ICML 2024 RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface AAAI 2024 Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation ICML 2024 Reducing Transformer Key-Value Cache Size with Cross-Layer Attention NeurIPS 2024 REDUCR: Robust Data Downsampling using Class Priority Reweighting NeurIPS 2024 Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations ICML 2024 Region-aware Grasp Framework with Normalized Grasp Space for Efficient 6-DoF Grasping CoRL 2024 Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector CVPR 2024 ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting NeurIPS 2024 Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation AAAI 2024 RelayAttention for Efficient Large Language Model Serving with Long System Prompts ACL 2024 RelBench: A Benchmark for Deep Learning on Relational Databases NeurIPS 2024 ReLoRA: High-Rank Training Through Low-Rank Updates ICLR 2024 ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models ICLR 2024 RepCNN: Micro-sized, Mighty Models for Wakeword Detection Interspeech 2024 Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning ICLR 2024 Repoformer: Selective Retrieval for Repository-Level Code Completion ICML 2024