Skip to content
conftrace_

model compression

3,562 papers

Explore in graph

Also known as

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

NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025 NormAL LoRA: What is the perfect size? EMNLP 2025 Not All Layers of LLMs Are Necessary During Inference IJCAI 2025 Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation Interspeech 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 OAC: Output-adaptive Calibration for Accurate Post-training Quantization AAAI 2025 OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition ICLR 2025 Octopus: On-device language model for function calling of software APIs NAACL 2025 OLMoE: Open Mixture-of-Experts Language Models ICLR 2025 Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants CVPR 2025 On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025 One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models ACL 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 One-Shot Knowledge Transfer for Scalable Person Re-Identification ICCV 2025 One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025 On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process WACV 2025 Online AV-CrossNet: a Causal and Efficient Audiovisual System for Speech Enhancement and Target Speaker Extraction Interspeech 2025 On Multilingual Encoder Language Model Compression for Low-Resource Languages IJCNLP 2025 On Pruning State-Space LLMs EMNLP 2025 On Quantizing Neural Representation for Variable-Rate Video Coding ICLR 2025 On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025 Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation ICLR 2025 Optimal Brain Apoptosis ICLR 2025 Optimizing Quantized Diffusion Models via Distillation with Cross-Timestep Error Correction AAAI 2025