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Efficient Computing

1253 directly classified papers

Papers per year

Papers

RemDet: Rethinking Efficient Model Design for UAV Object Detection AAAI 2025
FreqTS: Frequency-Aware Token Selection for Accelerating Diffusion Models AAAI 2025
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025
MaskVD: Region Masking for Efficient Video Object Detection WACV 2025
EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation AAAI 2025
LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025
MegaFusion: Extend Diffusion Models towards Higher-Resolution Image Generation without Further Tuning WACV 2025
Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters AAAI 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network AAAI 2025
RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025
Bandit Based Attention Mechanism in Vision Transformers WACV 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach AAAI 2025
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors AAAI 2025
Multi-Branch Self-Drafting for LLM Inference Acceleration AAAI 2025
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025
BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement AAAI 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025
GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025
DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025
Toy-GS: Assembling Local Gaussians for Precisely Rendering Large-Scale Free Camera Trajectories AAAI 2025
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network AAAI 2025
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025