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Model Compression

1674 directly classified papers

Papers per year

Papers

Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025
AHCPTQ: Accurate and Hardware-Compatible Post-Training Quantization for Segment Anything Model ICCV 2025
Inference-Time Diffusion Model Distillation ICCV 2025
Outlier-Aware Post-Training Quantization for Image Super-Resolution ICCV 2025
Feather the Throttle: Revisiting Visual Token Pruning for Vision-Language Model Acceleration ICCV 2025
MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning ICCV 2025
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels ICCV 2025
TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025
DMQ: Dissecting Outliers of Diffusion Models for Post-Training Quantization ICCV 2025
SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025
ZipVL: Accelerating Vision-Language Models through Dynamic Token Sparsity ICCV 2025
Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation ICCV 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models ICCV 2025
FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025
DAViD: Data-efficient and Accurate Vision Models from Synthetic Data ICCV 2025
AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation ICCV 2025
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025
TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning ICCV 2025
EA-KD: Entropy-based Adaptive Knowledge Distillation ICCV 2025
MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics ICCV 2025
Enhancing Large Language Model Performance with Gradient-Based Parameter Selection AAAI 2025