model acceleration

Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024 Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract) IJCAI 2023 A Survey on Efficient Training of Transformers IJCAI 2023 A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023 Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination ACL 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023 FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks AAAI 2023 MSCFFN: A New FFN with Multi-Space Cross to Accelerate Transformer EMNLP 2023 PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 RGB No More: Minimally-Decoded JPEG Vision Transformers CVPR 2023 Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023 Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022 DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022 Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model NAACL 2022 E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ACL 2022 PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting NAACL 2022 Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt IJCAI 2022 Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022 Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021 Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization AAAI 2021 Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021 Empowering Adaptive Early-Exit Inference with Latency Awareness AAAI 2021 FastSeq: Make Sequence Generation Faster ACL 2021 Iterative Deep Model Compression and Acceleration in the Frequency Domain ACML 2021