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conftrace_

computational efficiency

425 papers

Papers

Outlier-robust Kalman Filtering through Generalised Bayes ICML 2024 QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware EMNLP 2024 R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization NAACL 2024 Real-Time User-Guided Adaptive Colorization With Vision Transformer WACV 2024 Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation AAAI 2024 Rethinking Imbalance in Image Super-Resolution for Efficient Inference NeurIPS 2024 Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement CVPR 2024 Saliency strikes back: How filtering out high frequencies improves white-box explanations ICML 2024 SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models EMNLP 2024 Scene Adaptive Sparse Transformer for Event-based Object Detection CVPR 2024 Selective Explanations NeurIPS 2024 Sheared Backpropagation for Fine-tuning Foundation Models CVPR 2024 Skip-Attention: Improving Vision Transformers by Paying Less Attention ICLR 2024 Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN ICLR 2024 Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024 Sub-PNWR: Speech Enhancement Based on Signal Sub-Band Splitting and Pseudo Noisy Waveform Reconstruction Loss Interspeech 2024 The Fine-Grained Complexity of Gradient Computation for Training Large Language Models NeurIPS 2024 TorchRL: A data-driven decision-making library for PyTorch ICLR 2024 Towards a Self-contained Data-driven Global Weather Forecasting Framework ICML 2024 Towards efficient self-supervised representation learning in speech processing EACL 2024 Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance NeurIPS 2024 vid-TLDR: Training Free Token Merging for Light-weight Video Transformer CVPR 2024 VISA: Variational Inference with Sequential Sample-Average Approximations NeurIPS 2024 Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models ICLR 2024 You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024