Efficient Computing

Pushing the Physical Limits of IoT Devices with Programmable Metasurfaces NSDI 2021 Putting the “Learning" into Learning-Augmented Algorithms for Frequency Estimation ICML 2021 Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples NeurIPS 2021 QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks CVPR 2021 Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes NeurIPS 2021 RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery AAAI 2021 Randomized Automatic Differentiation ICLR 2021 RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union CVPR 2021 RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021 Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets ICLR 2021 RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021 Real-Time End-to-End Monaural Multi-Speaker Speech Recognition Interspeech 2021 Real-Time High-Resolution Background Matting CVPR 2021 Real-Time Image Enhancer via Learnable Spatial-Aware 3D Lookup Tables ICCV 2021 Real-Time Selfie Video Stabilization CVPR 2021 Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021 Recipes for Building an Open-Domain Chatbot EACL 2021 RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks NeurIPS 2021 Reinforcement Learning-based Product Delivery Frequency Control AAAI 2021 Representative Color Transform for Image Enhancement ICCV 2021 Representing Hyperbolic Space Accurately using Multi-Component Floats NeurIPS 2021 Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021 Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences AAAI 2021 ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting ICCV 2021 Restoring Extremely Dark Images in Real Time CVPR 2021