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

Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025 Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models? ACL 2025 CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation COLING 2025 Controllable Memorization in LLMs via Weight Pruning EMNLP 2025 ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025 CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ACL 2025 COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism AAAI 2025 CoT-Valve: Length-Compressible Chain-of-Thought Tuning ACL 2025 COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection EMNLP 2025 Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025 CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models EMNLP 2025 Croppable Knowledge Graph Embedding ACL 2025 CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation CVPR 2025 Cut Your Losses in Large-Vocabulary Language Models ICLR 2025 D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models AAAI 2025 DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025 daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025 DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression EMNLP 2025 DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025 Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025 Data Generation for Hardware-Friendly Post-Training Quantization WACV 2025 Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation ACL 2025 DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer ICCV 2025