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Efficient Computing

6876 directly classified papers

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Papers

Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs ICCV 2025
Knowledge Distillation for Learned Image Compression ICCV 2025
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity Clues AAAI 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025
Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models ICCV 2025
eTran: Extensible Kernel Transport with eBPF NSDI 2025
A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025
Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling ICCV 2025
Bringing RNNs Back to Efficient Open-Ended Video Understanding ICCV 2025
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models ICCV 2025
Pyrrha: Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter NSDI 2025
EA-Vit: Efficient Adaptation for Elastic Vision Transformer ICCV 2025
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025
TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration ICCV 2025
MOBIUS: Big-to-Mobile Universal Instance Segmentation via Multi-modal Bottleneck Fusion and Calibrated Decoder Pruning ICCV 2025
Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark ICCV 2025
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing ICCV 2025
AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model AAAI 2025
RemDet: Rethinking Efficient Model Design for UAV Object Detection AAAI 2025
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis IJCAI 2025
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025