Efficient Computing

Improving Transformer with an Admixture of Attention Heads NeurIPS 2022 Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking EMNLP 2022 Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022 Instance-Aware Dynamic Neural Network Quantization CVPR 2022 InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems AAAI 2022 Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs CVPR 2022 Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous Driving CVPR 2022 IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling AAAI 2022 Is Integer Arithmetic Enough for Deep Learning Training? NeurIPS 2022 Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis Interspeech 2022 Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU Interspeech 2022 Justitia: Software Multi-Tenancy in Hardware Kernel-Bypass Networks NSDI 2022 Katra: Realtime Verification for Multilayer Networks NSDI 2022 Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022 Knowledge Base Index Compression via Dimensionality and Precision Reduction ACL 2022 Knowledge Distillation: A Good Teacher Is Patient and Consistent CVPR 2022 Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022 Kronecker Decomposition for GPT Compression ACL 2022 ktrain: A Low-Code Library for Augmented Machine Learning JMLR 2022 Laneformer: Object-Aware Row-Column Transformers for Lane Detection AAAI 2022 Latency-aware Spatial-wise Dynamic Networks NeurIPS 2022 Latency Control for Keyword Spotting Interspeech 2022 Latent Space Simulation for Carbon Capture Design Optimization AAAI 2022