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Model Compression

1674 directly classified papers

Papers per year

Papers

Crash2DocAI: Automated Integration of Post-Crash Car Part Images into Technical Reports WACV 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026
One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV 2026
GFT: Graph Feature Tuning for Efficient Point Cloud Analysis WACV 2026
Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026
SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025
LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones WACV 2025
Advancing Weight and Channel Sparsification with Enhanced Saliency WACV 2025
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing WACV 2025
Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025
Data Generation for Hardware-Friendly Post-Training Quantization WACV 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration WACV 2025
eLIR-Net: An Efficient AI Solution for Image Retouching WACV 2025
AMP-ViT: Optimizing Vision Transformer Efficiency with Adaptive Mixed-Precision Post-Training Quantization WACV 2025
Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025
PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting CVPR 2025
Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025
Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025
ELMGS: Enhancing Memory and Computation Scalability through Compression for 3D Gaussian Splatting WACV 2025
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation WACV 2025
BitNet: 1-bit Pre-training for Large Language Models JMLR 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception WACV 2025