Efficient Computing

Learning Routines for Effective Off-Policy Reinforcement Learning ICML 2021 Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021 Learning to Rank Microphones for Distant Speech Recognition Interspeech 2021 Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model AISTATS 2021 Learning To Scale Mixed-Integer Programs AAAI 2021 Learning to Schedule Heuristics in Branch and Bound NeurIPS 2021 Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork IJCAI 2021 Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021 LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021 LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads AISTATS 2021 Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search ACL 2021 LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021 LightSeq: A High Performance Inference Library for Transformers NAACL 2021 LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021 Lightweight Adapter Tuning for Multilingual Speech Translation ACL 2021 Lightweight Models for Multimodal Sequential Data EACL 2021 Linearly Replaceable Filters for Deep Network Channel Pruning AAAI 2021 Lite-HRNet: A Lightweight High-Resolution Network CVPR 2021 LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021 Locality Sensitive Teaching NeurIPS 2021 Long-Short Transformer: Efficient Transformers for Language and Vision NeurIPS 2021 Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis NeurIPS 2021 Lossless Compression of Efficient Private Local Randomizers ICML 2021 Lossy Compression for Lossless Prediction NeurIPS 2021 Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021