Model Compression

AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ACL 2023 A Frustratingly Easy Post-Training Quantization Scheme for LLMs EMNLP 2023 A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning IJCAI 2023 A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers ACML 2023 A Neural Video Codec With Spatial Rate-Distortion Control WACV 2023 An Exploratory Study on Model Compression for Text-to-SQL ACL 2023 Approximating Two-Layer Feedforward Networks for Efficient Transformers EMNLP 2023 A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems NeurIPS 2023 A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023 A Three-regime Model of Network Pruning ICML 2023 A Unified Framework for Soft Threshold Pruning ICLR 2023 A Unified Knowledge Distillation Framework for Deep Directed Graphical Models CVPR 2023 Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle ICCV 2023 azaad@BND at SemEval-2023 Task 2: How to Go from a Simple Transformer Model to a Better Model to Get Better Results in Natural Language Processing SemEval 2023 Backdooring Neural Code Search ACL 2023 BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ACL 2023 Bagging is an Optimal PAC Learner COLT 2023 Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023 Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment AAAI 2023 Bi-directional Masks for Efficient N:M Sparse Training ICML 2023 Binarized Neural Machine Translation NeurIPS 2023 Bit-Pruning: A Sparse Multiplication-Less Dot-Product ICLR 2023 Bit-Shrinking: Limiting Instantaneous Sharpness for Improving Post-Training Quantization CVPR 2023 Black-box Prompt Tuning for Vision-Language Model as a Service IJCAI 2023 Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NeurIPS 2023