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model compression

3283 papers

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MC

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knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025
Knowledge Distillation with Refined Logits ICCV 2025
Knowledge Distillation for Learned Image Compression ICCV 2025
LaCoOT: Layer Collapse through Optimal Transport ICCV 2025
SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting ICCV 2025
ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba ICCV 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025
Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025
ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025
A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025
ProcrustesGPT: Compressing LLMs with Structured Matrices and Orthogonal Transformations ACL 2025
MoKA:Parameter Efficiency Fine-Tuning via Mixture of Kronecker Product Adaption COLING 2025
Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025
FastVLM: Efficient Vision Encoding for Vision Language Models CVPR 2025
From Teacher to Student: Tracking Memorization Through Model Distillation ACL 2025
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models COLING 2025
Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting AAAI 2025
Propulsion: Steering LLM with Tiny Fine-Tuning COLING 2025
ELMGS: Enhancing Memory and Computation Scalability through Compression for 3D Gaussian Splatting WACV 2025
Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025
SUTrack: Towards Simple and Unified Single Object Tracking AAAI 2025
DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection AAAI 2025
Iterative Structured Knowledge Distillation: Optimizing Language Models Through Layer-by-Layer Distillation COLING 2025
DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters COLING 2025
On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025