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model compression

3302 papers

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MC

Co-occurring keywords

knowledge distillation (3725) large language model (13587) neural network (6616) efficient computing (781) neural network optimization (1293) transfer learning (5449) convolutional neural network (4226) neural network pruning (265) language model (4599) parameter efficiency (417)

Papers

Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model INTERSPEECH 2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks INTERSPEECH 2022
Self-Distillation with Meta Learning for Knowledge Graph Completion EMNLP 2022
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation COLING 2022
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition AAAI 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022
HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022
Efficient Two-Stage Progressive Quantization of BERT EMNLP 2022
EtinyNet: Extremely Tiny Network for TinyML AAAI 2022
Up to 100x Faster Data-Free Knowledge Distillation AAAI 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Towards Light-Weight and Real-Time Line Segment Detection AAAI 2022
Bi-volution: A Static and Dynamic Coupled Filter AAAI 2022
Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022
Deeply Tensor Compressed Transformers for End-to-End Object Detection AAAI 2022
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay AAAI 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks AAAI 2022
Differential Assessment of Black-Box AI Agents AAAI 2022
Block-Skim: Efficient Question Answering for Transformer AAAI 2022
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones (Student Abstract) AAAI 2022
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022
Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract) AAAI 2022
When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022
Localization Distillation for Dense Object Detection CVPR 2022