Efficient Computing

Vulcan: Automatic Query Planning for Live ML Analytics NSDI 2024 WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness SemEval 2024 WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models NAACL 2024 WaveMixSR: Resource-Efficient Neural Network for Image Super-Resolution WACV 2024 Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning ICLR 2024 WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024 Weisfeiler Leman for Euclidean Equivariant Machine Learning ICML 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation AAAI 2024 When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models EMNLP 2024 When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models ICML 2024 When Semantic Segmentation Meets Frequency Aliasing ICLR 2024 Whisper Multilingual Downstream Task Tuning Using Task Vectors Interspeech 2024 Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models Interspeech 2024 WildPPG: A Real-World PPG Dataset of Long Continuous Recordings NeurIPS 2024 WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild EMNLP 2024 Win-Win: Training High-Resolution Vision Transformers from Two Windows ICLR 2024 Wonder3D: Single Image to 3D using Cross-Domain Diffusion CVPR 2024 Work in Progress: Text-to-speech on Edge Devices for Te Reo Māori and ‘Ōlelo Hawaiʻi COLING 2024 Wukong: Towards a Scaling Law for Large-Scale Recommendation ICML 2024 XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference EMNLP 2024 xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics EMNLP 2024 XFeat: Accelerated Features for Lightweight Image Matching CVPR 2024 Xinference: Making Large Model Serving Easy EMNLP 2024 xT: Nested Tokenization for Larger Context in Large Images ICML 2024