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Efficient Computing

6876 directly classified papers

Papers per year

Papers

PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025
FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization ICCV 2025
KV-Edit: Training-Free Image Editing for Precise Background Preservation ICCV 2025
ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025
Binary Event-Driven Spiking Transformer IJCAI 2025
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers WACV 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone WACV 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics CVPR 2025
Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025
Temporal Action Detection Model Compression by Progressive Block Drop CVPR 2025
ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks IJCAI 2025
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing WACV 2025
RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025
All-in-One Image Compression and Restoration WACV 2025
MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025
GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025
Bandit Based Attention Mechanism in Vision Transformers WACV 2025
Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025
An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025
MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment ICCV 2025
Bringing RNNs Back to Efficient Open-Ended Video Understanding ICCV 2025