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Efficient Computing

6876 directly classified papers

Papers per year

Papers

SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers AAAI 2025
GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025
Sample-aware Adaptive Structured Pruning for Large Language Models AAAI 2025
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection JMLR 2025
Certified Machine Unlearning Under High Dimensional Regime JMLR 2025
BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference AAAI 2025
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025
OAC: Output-adaptive Calibration for Accurate Post-training Quantization AAAI 2025
ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025
Plug-and-Play Versatile Compressed Video Enhancement CVPR 2025
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network CVPR 2025
DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge CVPR 2025
Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression CVPR 2025
RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement CVPR 2025
SLVR: Super-Light Visual Reconstruction via Blueprint Controllable Convolutions and Exploring Feature Diversity Representation CVPR 2025
COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 2025
CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices CVPR 2025
Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval CVPR 2025
A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025
One-Step Event-Driven High-Speed Autofocus CVPR 2025
LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025
Perceptual Video Compression with Neural Wrapping CVPR 2025