Efficient Computing

Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022 DataMUX: Data Multiplexing for Neural Networks NeurIPS 2022 Data-Parallel Actors: A Programming Model for Scalable Query Serving Systems NSDI 2022 Dataset Condensation via Efficient Synthetic-Data Parameterization ICML 2022 Dataset Distillation by Matching Training Trajectories CVPR 2022 Dataset Pruning for Resource-constrained Spoofed Audio Detection Interspeech 2022 DC-BENCH: Dataset Condensation Benchmark NeurIPS 2022 D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction IJCAI 2022 DECORE: Deep Compression With Reinforcement Learning CVPR 2022 DeeCap: Dynamic Early Exiting for Efficient Image Captioning CVPR 2022 Deep Compression of Pre-trained Transformer Models NeurIPS 2022 Deep Interactive Surface Creation from 3D Sketch Strokes IJCAI 2022 Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code IJCAI 2022 Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022 Deep residual spiking neural network for keyword spotting in low-resource settings Interspeech 2022 DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale ICML 2022 Deep Visual Geo-Localization Benchmark CVPR 2022 Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NeurIPS 2022 Deliberation Model for On-Device Spoken Language Understanding Interspeech 2022 DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022 Density-Preserving Deep Point Cloud Compression CVPR 2022 DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks ICML 2022 Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ICML 2022 Differentiable Scaffolding Tree for Molecule Optimization ICLR 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022