model compression

Advancing Weight and Channel Sparsification with Enhanced Saliency WACV 2025 Adversarial Diffusion Compression for Real-World Image Super-Resolution CVPR 2025 Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025 Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025 A Good Teacher Adapts Their Knowledge for Distillation ICCV 2025 AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model ICCV 2025 A High-Efficiency Federated Learning Method Using Complementary Pruning for D2D Communication (Student Abstract) AAAI 2025 AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025 AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers AAAI 2025 AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025 Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA EMNLP 2025 Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation NAACL 2025 Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025 Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization ICCV 2025 All You Need in Knowledge Distillation Is a Tailored Coordinate System AAAI 2025 AMP-ViT: Optimizing Vision Transformer Efficiency with Adaptive Mixed-Precision Post-Training Quantization WACV 2025 AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025 A Multi-Task Supervised Compression Model for Split Computing WACV 2025 An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing AAAI 2025 A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025 An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025 APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers CVPR 2025 A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning ICLR 2025 ARB-LLM: Alternating Refined Binarizations for Large Language Models ICLR 2025 Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025