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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
GFT: Graph Feature Tuning for Efficient Point Cloud Analysis WACV 2026
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026
Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026
One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV 2026
Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025
MOBIUS: Big-to-Mobile Universal Instance Segmentation via Multi-modal Bottleneck Fusion and Calibrated Decoder Pruning ICCV 2025
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels ICCV 2025
Importance-Based Token Merging for Efficient Image and Video Generation ICCV 2025
Harnessing Input-Adaptive Inference for Efficient VLN ICCV 2025
LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching ICCV 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
Iterative Layer Pruning for Efficient Translation Inference EMNLP 2025
Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs ICCV 2025
Emulating Self-attention with Convolution for Efficient Image Super-Resolution ICCV 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025
Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing EMNLP 2025
SLVR: Super-Light Visual Reconstruction via Blueprint Controllable Convolutions and Exploring Feature Diversity Representation CVPR 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning CVPR 2025
Less is More: Efficient Model Merging with Binary Task Switch CVPR 2025
Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025
Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025
CASP: Compression of Large Multimodal Models Based on Attention Sparsity CVPR 2025