conftrace_

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

Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024 Dual-teacher Knowledge Distillation for Low-frequency Word Translation EMNLP 2024 DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs NeurIPS 2024 Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis CVPR 2024 Dynamic Data Pruning for Automatic Speech Recognition Interspeech 2024 EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024 ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024 Edge Inference With Fully Differentiable Quantized Mixed Precision Neural Networks WACV 2024 Effective Data Distillation for Tabular Datasets (Student Abstract) AAAI 2024 Efficient AMR Parsing with CLAP: Compact Linearization with an Adaptable Parser COLING 2024 Efficient Audio Captioning with Encoder-Level Knowledge Distillation Interspeech 2024 Efficient CNNs with Quaternion Transformations and Pruning for Audio Tagging Interspeech 2024 EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models ICLR 2024 Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL 2024 Efficient Large Multi-modal Models via Visual Context Compression NeurIPS 2024 Efficient Low-Dimensional Compression of Overparameterized Models AISTATS 2024 Efficiently Distilling LLMs for Edge Applications NAACL 2024 Efficient Multitask Dense Predictor via Binarization CVPR 2024 EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything CVPR 2024 Efficient Stitchable Task Adaptation CVPR 2024 Eigen Attention: Attention in Low-Rank Space for KV Cache Compression EMNLP 2024 ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024 Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024 Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NeurIPS 2024 EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature NeurIPS 2024