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model compression

3,562 papers

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MC

Co-occurring keywords · papers mentioning both

knowledge distillation (1,124) large language model (422) neural network (322) neural network optimization (297) efficient computing (297) convolutional neural network (240) transfer learning (234) neural network pruning (200) parameter-efficient fine-tuning (168) language model (158)

Papers

BabyLM Challenge: Experimenting with Self-Distillation and Reverse-Distillation for Language Model Pre-Training on Constrained Datasets CoNLL 2024 Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024 BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts NeurIPS 2024 Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024 BiDM: Pushing the Limit of Quantization for Diffusion Models NeurIPS 2024 BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks CVPR 2024 Binarized Diffusion Model for Image Super-Resolution NeurIPS 2024 BiPer: Binary Neural Networks using a Periodic Function CVPR 2024 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 BitDelta: Your Fine-Tune May Only Be Worth One Bit NeurIPS 2024 BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation ACL 2024 BitsFusion: 1.99 bits Weight Quantization of Diffusion Model NeurIPS 2024 BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference NeurIPS 2024 Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication AAAI 2024 BMRS: Bayesian Model Reduction for Structured Pruning NeurIPS 2024 BOLD: Boolean Logic Deep Learning NeurIPS 2024 Bootstrapping SparseFormers from Vision Foundation Models CVPR 2024 BPKD: Boundary Privileged Knowledge Distillation for Semantic Segmentation WACV 2024 Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024 BS-PLCNet 2: Two-stage Band-split Packet Loss Concealment Network with Intra-model Knowledge Distillation Interspeech 2024 BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning CVPR 2024 BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models ICLR 2024 Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust EMNLP 2024 Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers NeurIPS 2024 Building Variable-Sized Models via Learngene Pool AAAI 2024