Efficient Computing

One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NeurIPS 2021 One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning NSDI 2021 On Joint Learning for Solving Placement and Routing in Chip Design NeurIPS 2021 On Large-Cohort Training for Federated Learning NeurIPS 2021 Online Compressive Transformer for End-to-End Speech Recognition Interspeech 2021 On the effects of quantisation on model uncertainty in Bayesian neural networks UAI 2021 On the Transformer Growth for Progressive BERT Training NAACL 2021 On the Use of ML for Blackbox System Performance Prediction NSDI 2021 Oort: Efficient Federated Learning via Guided Participant Selection OSDI 2021 OpenASR20: An Open Challenge for Automatic Speech Recognition of Conversational Telephone Speech in Low-Resource Languages Interspeech 2021 Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics ICML 2021 OpEvo: An Evolutionary Method for Tensor Operator Optimization AAAI 2021 Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021 Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021 Optimal Quantization Using Scaled Codebook CVPR 2021 Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization AAAI 2021 Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021 Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data IJCAI 2021 Parameter Efficient Multimodal Transformers for Video Representation Learning ICLR 2021 Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies AAAI 2021 Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection Interspeech 2021 Path Planning using Neural A* Search ICML 2021 Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks CVPR 2021 PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections OSDI 2021 PGT: A Progressive Method for Training Models on Long Videos CVPR 2021