Efficient Computing

CAT: Compression-Aware Training for bandwidth reduction JMLR 2021 CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021 CDFI: Compression-Driven Network Design for Frame Interpolation CVPR 2021 Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021 Channel Permutations for N:M Sparsity NeurIPS 2021 Channel-Wise Knowledge Distillation for Dense Prediction ICCV 2021 Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality EMNLP 2021 ChartOCR: Data Extraction From Charts Images via a Deep Hybrid Framework WACV 2021 Chasing Sparsity in Vision Transformers: An End-to-End Exploration NeurIPS 2021 Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication ICML 2021 Checkerboard Context Model for Efficient Learned Image Compression CVPR 2021 CHIP: CHannel Independence-based Pruning for Compact Neural Networks NeurIPS 2021 ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations ICLR 2021 Clarity-2021 Challenges: Machine Learning Challenges for Advancing Hearing Aid Processing Interspeech 2021 Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection AAAI 2021 ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic CVPR 2021 Coded-InvNet for Resilient Prediction Serving Systems ICML 2021 Co-Design of Communication and Machine Inference for Cloud Robotics RSS 2021 Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021 Combiner: Full Attention Transformer with Sparse Computation Cost NeurIPS 2021 Combining Hybrid and End-to-End Approaches for the OpenASR20 Challenge Interspeech 2021 Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021 Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning AAAI 2021 Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization AISTATS 2021 Compacter: Efficient Low-Rank Hypercomplex Adapter Layers NeurIPS 2021