model compression

Federated Recommendation with Additive Personalization ICLR 2024 FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning NeurIPS 2024 FedMef: Towards Memory-efficient Federated Dynamic Pruning CVPR 2024 FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024 FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping EMNLP 2024 FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction NeurIPS 2024 Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024 Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Interspeech 2024 Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024 Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024 FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation EMNLP 2024 Fixed Point Diffusion Models CVPR 2024 FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024 Fluctuation-Based Adaptive Structured Pruning for Large Language Models AAAI 2024 FLY-TTS: Fast, Lightweight and High-Quality End-to-End Text-to-Speech Synthesis Interspeech 2024 FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models NeurIPS 2024 FREE: Faster and Better Data-Free Meta-Learning CVPR 2024 Frequency Attention for Knowledge Distillation WACV 2024 From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024 Further Compressing Distilled Language Models via Frequency-aware Partial Sparse Coding of Embeddings CoNLL 2024 GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model Interspeech 2024 Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching CVPR 2024 Generative Model-Based Feature Knowledge Distillation for Action Recognition AAAI 2024 Global-Pruner: A Stable and Efficient Pruner for Retraining-Free Pruning of Encoder-Based Language Models CoNLL 2024 GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation NAACL 2024