model compression

XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022 XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient NeurIPS 2022 YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022 Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022 1-bit Adam: Communication Efficient Large-Scale Training with Adam’s Convergence Speed ICML 2021 Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021 Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021 Accelerating Neural Machine Translation with Partial Word Embedding Compression AAAI 2021 Accurate Post Training Quantization With Small Calibration Sets ICML 2021 AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks NeurIPS 2021 Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search ICCV 2021 A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices AAAI 2021 A Compression-Compilation Framework for On-mobile Real-time BERT Applications IJCAI 2021 ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training ICML 2021 Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021 AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ICCV 2021 AdderSR: Towards Energy Efficient Image Super-Resolution CVPR 2021 Adversarial Scrubbing of Demographic Information for Text Classification EMNLP 2021 Against Membership Inference Attack: Pruning is All You Need IJCAI 2021 A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021 A Greedy Algorithm for Quantizing Neural Networks JMLR 2021 A Lightweight Framework for Online Voice Activity Detection in the Wild Interspeech 2021 Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NeurIPS 2021 ALP-KD: Attention-Based Layer Projection for Knowledge Distillation AAAI 2021 Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021