Efficient Computing

ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NeurIPS 2022 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022 AME: Attention and Memory Enhancement in Hyper-Parameter Optimization CVPR 2022 AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness NeurIPS 2022 A Multilabel Classification Framework for Approximate Nearest Neighbor Search NeurIPS 2022 A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) AAAI 2022 A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS Interspeech 2022 An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching AACL 2022 An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks COLING 2022 An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022 An Efficient Training Approach for Very Large Scale Face Recognition CVPR 2022 An Information-Theoretic Justification for Model Pruning AISTATS 2022 Anisotropic Additive Quantization for Fast Inner Product Search AAAI 2022 A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022 Anytime Dense Prediction with Confidence Adaptivity ICLR 2022 Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search AAAI 2022 A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification Interspeech 2022 A Perturbation-Based Kernel Approximation Framework JMLR 2022 APES: Articulated Part Extraction From Sprite Sheets CVPR 2022 APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NeurIPS 2022 Application-Informed Kernel Synchronization Primitives OSDI 2022 ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems AAAI 2022 Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NeurIPS 2022 A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty CVPR 2022 A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022