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Efficient Computing

1253 directly classified papers

Papers per year

Papers

E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025
Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025
Bringing RNNs Back to Efficient Open-Ended Video Understanding ICCV 2025
PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ACL 2025
Training-free and Adaptive Sparse Attention for Efficient Long Video Generation ICCV 2025
SMamba: Sparse Mamba for Event-based Object Detection AAAI 2025
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ACL 2025
Boosting Vision State Space Model with Fractal Scanning AAAI 2025
Mamba YOLO: A Simple Baseline for Object Detection with State Space Model AAAI 2025
Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree ACL 2025
Token Turing Machines are Efficient Vision Models WACV 2025
Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation AAAI 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025
Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach AAAI 2025
FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures AAAI 2025
ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering ACL 2025
ReBotNet: Fast Real-Time Video Enhancement WACV 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint CVPR 2025